{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7b40b695-24f7-4e47-adee-5fe5d9c66c92",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adc8fbde-fbee-40a7-9fa7-1d4d97abdc9a",
   "metadata": {},
   "source": [
    "## 11平滑折线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "81bb3515-2543-4a4a-89b7-0879dfb808c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "data1=pd.read_excel('第二章 图表(前15).xlsx',sheet_name='11 平滑折线图',usecols=\"B,C,D\",skiprows=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7a69c3ec-371b-40bb-bfe5-f8119dd387bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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e5ovT6ZTT6fTcT09PlyS5XC65XK7Sf+Nn4K4hEGoJJPTFP3rjG33xjb74R298oy/+0Rvf6It/9Ma3QOpLUWpwGJuOgxs8eLAiIyN14sQJXXbZZdq5c6d++eUXzZ07V5JkjFHNmjV15MgRjRkzpljbfHnqqac0ZsyYfI/PmjVLUVFRpfRuAQAAUBQ5OQ7t3FlNJ06EKTc3RFWrZql+/QyFhnIKB0pPZmamBg0apLS0NEVHRxe4ry0jUt9//70WLFiglJQUDR8+XJI1MtSoUSPPPg6HQ6GhoUpNTS32tpiYmHyvPXr0aI0YMcJzPz09XQkJCerVq9cZm1UWXC6X5s+fr549eyo8PNzucgIGffGP3vhGX3yjL/7RG9/oi3/0xrez6Ysx0pdfOvSf/4Ro8WKH0tMdXtujoowuusjotttydf31RpUqlWTlpY/PjG+B1Bf30WqFUeZB6uTJk7r77rv12muveQWXsLAwRUREeO0bGRmpzMzMYm/zFaQiIiLy7S9J4eHhtv/D5RVo9QQK+uIfvfGNvvhGX/yjN77RF//ojW9F7cvChdIjj0jJyaceq15dqlNHCg2Vdu+W0tMd+uEHh374IUSPPy499ph0771SiO3TpxUNnxnfAqEvRXn9Mv/YPf3000pMTNQ111zj9XhsbKwOHjzo9VhGRoYqVapU7G0AAAAIbDk50pNPSldcYYWoKlWsQLVihXT4sLRhg/T771JqqrV85hnp3HOlvXul+++XkpKsfYCyVuYjUrNmzdLBgwdVo0YNSdZxiB9++KEaNmzodXLXjh075HQ6FRsbq8TERL355ptF3gYAAIDAlZYmDRwoff21df/uu6WxY6Vzzsm/b0iI1Ly5dRs1Spo+XRo9WvrxR6l9e+mdd6S//KVs60dwK/MRqSVLliglJUWrVq3SqlWr1LdvX40dO1aLFy9WWlqaZs6cKUmaMGGCevToodDQUCUlJRVrGwAAAAJTZqZ07bVWiKpcWfrvf6XXX/cdok5XqZI1GpWSYo1knTgh/fWv0nPPWedZAWWhzEek6tWr53W/atWqqlWrlmrVqqXp06dr0KBBGjVqlHJycrRo0SKryLCwYm0DAABA4MnKskaPli61zoNasEDq0KHoX6dBAyuIPfigNHWq9Oij0p9/SpMmSQ7HmZ8PnA3briPllvfiuf3799fmzZuVnJysLl26KC4u7qy3AQAAIHAYIw0ZYgWgqChp7tzihSi3sDBpyhTp/POlBx6QJk+2RrieeabkagZ8sT1InS4+Pl7x8fElug0AAACBYcYM63ym0FDp00+lLl1K5usOH259zfvvl5591pq0YvTokvnagC/lbLJIAAAAlFfr11tBR5Keflrq3btkv/7QodZhfZI1NfrHH5fs1wfyIkgBAACg1GVlWTP0ZWZaE0Q88kjpvM7IkdY5U5J0663SypWl8zoAQQoAAAClbvJkac0aqVYt69C+0ryI7sSJ1mjXiRNSv37SaZccBUoEQQoAAAClatcu61A+yQpU555buq8XFia9/750wQXWa//970yLjpJHkAIAAECpGjHCOqSva1fp5pvL5jVr1JA+/FCKiJC++sqa2Q8oSQQpAAAAlJoFC6xJH0JCrGs9leX1ndq0OTX5xKhR0qpVZffaqPgIUgAAACgVxpyagvy++6xgU9aGDpX69rUmu7jtNmsJlASCFAAAAErF3LnSihXWBXKfeMKeGhwO6c03pZo1rckunnvOnjpQ8RCkAAAAUOKMkZ56ylofOlSqXdu+WuLipJdfttafflpKSbGvFlQcBCkAAACUuDlzHEpOlqpUkR5+2O5qpL/9TerTR3K5pDvukHJz7a4I5R1BCgAAACXKGGncOOvXzPvvt0aE7OZwSK+9JlWrJi1fLr31lt0VobwjSAEAAKBEbdgQq+TkEEVGSiNH2l3NKfHx0tix1vqjj0qHD9tbD8o3ghQAAABK1FdfNZYk3XRTYIxG5XX//VKrVtKRI9Ljj9tdDcozghQAAABKzK5d0s8/nytJGj7c5mJ8CAuTXnnFWp8+Xfr1V3vrQflFkAIAAECJef31EOXmhqhbt1y1bm13Nb5deqk1WmaM9NBD1hIoKoIUAAAASsSJE9Jbb1m/Xg4dGtjT4o0bJ0VGSj/8IM2ebXc1KI8IUgAAACgRn3wiHTniUFxcpvr0Cexhnvr1pQcftNZHjbKmRQeKgiAFAACAEvHvf1vLK674Q6Gh9tZSGI8+ak2GsWmTNG2a3dWgvCFIAQAA4Kzt2CEtXGitd+/+h621FFZ0tDRmjLX+9NPS8eP21oPyhSAFAACAszZzprXs3j1XtWufsLeYIhgyRGrcWPrzT+nll+2uBuUJQQoAAABnJTdXmjHDWr/11sCeZOJ04eGnLtI7caKUmmpvPSg/CFIAAAA4K4sXS9u3W4fKDRgQ2JNM+DJwoNSypXT0qDRpkt3VoLwgSAEAAOCsvPOOtbzxRikqyt5aiiM0VHrmGWv9xRelQ4dsLQflBEEKAAAAxZaVJX36qbV+00321nI2+vaVOnSQMjOtMAWcCUEKAAAAxTZ/vnVIXJ06UteudldTfA6H9MQT1vqUKdZ7AgpCkAIAAECxffihtbz+epWLa0cVpG9f61yp9HQrTAEFIUgBAACgWE6elD7/3Fq/4QZbSykRISHS449b6y++KGVk2FoOAhxBCgAAAMXy7bfW6E18vNSli93VlIzrr5cuuEA6ckR6/XW7q0EgI0gBAACgWD74wFpef701mlMRhIZKjz1mrU+aJJ0oP9cWRhmrIB95AAAAlCWnU5o921qvCIf15TVokNSwofTnn9Kbb9pdDQIVQQoAAABF9v331jlE554rdepkdzUlKzxcevRRa/2556zQCJyOIAUAAIAi++ILa9m3b8U5rC+v22+3zv3as0eaMcPuahCIKuDHHgAAAKUpN1f68ktrvW9fe2spLRER0qhR1vqkSVJOjr31IPAQpAAAAFAkv/0m7d0rVakiXX653dWUniFDpJgYacuWU+eDAW4EKQAAABSJ+7C+K6+UIiPtraU0Vaki3XOPtT5pkr21IPAQpAAAAFAk7iDVr5+9dZSFYcOsySd+/FH65Re7q0EgIUgBAACg0LZvl9auta63dPXVdldT+s49V7rpJmv9hRfsrQWBhSAFAACAQpszx1pecolUs6a9tZSVESOs5SefWEESkAhSAAAAKIKvv7aWwTAa5daqldSrlzVb4Ysv2l0NAgVBCgAAAIVy8qS0cKG1ftVV9tZS1kaOtJZvvSWlptpbCwIDQQoAAACFsnixdOKEVLeuNUoTTHr2tN7z8ePS9Ol2V4NAYFuQOnz4sH766ScdOnTIrhIAAABQBO7D+q68UnI47K2lrDkcp0alXn5Zysqytx7Yz5Yg9f7776tJkyYaOnSo6tevr/fff1+SNGzYMDkcDs+tSZMmnuekpKQoMTFRMTExGjVqlIwxhdoGAACAkjFvnrUMtsP63P72N2sWv717pQ8+sLsa2K3Mg9TRo0c1bNgwLVmyRCtXrtS0adP0yCOPSJJ+/fVXzZkzR6mpqUpNTdXKlSslSU6nU3369FGHDh2UnJysdevWacaMGWfcBgAAgJKxY4e0YYM17XmPHnZXY49KlaT777fWX35Z4m/3wa3Mg1RGRoZefPFFtWzZUpLUpk0bpaamKjs7WykpKUpKSlKNGjVUo0YNVatWTZI0b948paWlafLkyTrvvPM0btw4vfXWW2fcBgAAgJLhHo3q0kWqUcPWUmx1551SRISUnMwFeoNdWFm/YEJCgm7631XNXC6XJk2apOuuu05r1qyRMUZt27bVnj171K1bN02fPl3169fX6tWr1blzZ0VFRUmSWrdurXXr1klSgdt8cTqdcjqdnvvp6emeWlwuV6m856Jw1xAItQQS+uIfvfGNvvhGX/yjN77RF/+CrTfz5oVKClHPnjlyuXL97lfR+1KjhnTjjaGaOTNEL76Yq3feySn0cyt6b4orkPpSlBocxqYTilavXq3u3burUqVK2rBhg+bMmaMpU6ZoypQpqlWrloYPH67s7GzNmzdPI0eO1MmTJ/XKK694nh8XF6dNmzbpmWee8bstJiYm3+s+9dRTGjNmTL7HZ82a5QljAAAAOCUnx6FbbrlKmZnhmjRpkZo0OWp3SbbaurW6Ro68TKGhuXrjjfmKjT1pd0koIZmZmRo0aJDS0tIUHR1d4L5lPiLl1rp1ay1YsEAPPfSQBg8erM8++8wzUiVJU6dOVePGjZWenq6wsDBFRER4PT8yMlKZmZkFbvMVpEaPHq0R7stTyxqRSkhIUK9evc7YrLLgcrk0f/589ezZU+Hh4XaXEzDoi3/0xjf64ht98Y/e+EZf/Aum3vzyi0OZmWGKiTEaOrSLQkP97xssffnkk1z99FOItm7toZtv9j9Cl1ew9KaoAqkv7qPVCsO2IOVwONSuXTvNmDFDDRo0UGpqqlfwqVGjhnJzc7Vv3z7FxsYqJSXF6/kZGRmqVKlSgdt8iYiIyBe8JCk8PNz2f7i8Aq2eQEFf/KM3vtEX3+iLf/TGN/riXzD05ocfrOXllzsUGVm491rR+/LAA9JPP0lvvhmqJ58MlY9fL/2q6L0prkDoS1Fev8wnm1i4cKFGjRrluR8WZmW5sWPH6sMPP/Q8vmLFCoWEhCghIUGJiYlatmyZZ9uOHTvkdDoVGxtb4DYAAACcve++s5bBOlufLwMGSPHx0oED0kcf2V0N7FDmQapp06aaNm2apk+frl27dunRRx9Vr1691K5dOz3++ONavHixFi5cqGHDhun2229XVFSUkpKSlJaWppkzZ0qSJkyYoB49eig0NLTAbQAAADg7x49bIy8SQSqv8HDp3nut9ZdftrcW2KPMD+2rW7euPvroIz344IN66KGH1Lt3b73zzjuKi4vT+vXr1a9fP1WrVk0DBgzQuHHjrCLDwjR9+nQNGjRIo0aNUk5OjhYtWnTGbQAAADg7S5ZILpfUoIF03nl2VxNY7rpLevppacUKayr0Tp3srghlyZZzpHr37u1zivLx48dr/PjxPp/Tv39/bd68WcnJyerSpYvi4uIKtQ0AAADF5z6s74orJIfD3loCTVycNHCg9J//WKNS775rd0UoS7ZNNlEc8fHxio+PL/I2AAAAFA/nRxVs2DArSH30kTRpknTuuXZXhLJS5udIAQAAoHw4dEhavdpav/xye2sJVB06SF26WIc/vvGG3dWgLBGkAAAA4NPixdayRQupdm17awlkQ4day2nTrECF4ECQAgAAgE/u60dddpmdVQS+v/xFOuccae9e6Ysv7K4GZYUgBQAAAJ++/95aEqQKFhFhzeAnSVOn2lsLyg5BCgAAAPkcPCilpFjr3brZW0t5cPfdUmiotGjRqb6hYiNIAQAAIB/3+VEtW1rTfKNg9epJ/fpZ66++am8tKBsEKQAAAOTD+VFFd//91nLmTCktzd5aUPoIUgAAAMiHIFV0l10mNW8uHT9uhSlUbAQpAAAAeMl7flRSkr21lCcOh3Tffdb6q69KxthbD0oXQQoAAABeOD+q+G65RapaVdqwQVq40O5qUJoIUgAAAPCydKm1ZDSq6KKjpdtus9aZCr1iI0gBAADAy48/WsuuXe2to7xyH9735ZfSH3/YWwtKD0EKAAAAHsePS7/9Zq1fcom9tZRXzZtL3btLubnStGl2V4PSQpACAACAxy+/SDk5UkKCVL++3dWUX+6p0N94Q3I67a0FpYMgBQAAAA8O6ysZfftaF+k9eFD66CO7q0FpIEgBAADAwz3RBIf1nZ2wMOnuu631V16xtxaUDoIUAAAAJFmH9P38s7XOiNTZu/NOKTxcWrZM+vVXu6tBSSNIAQAAQJK0dq2UkWFN4d2ypd3VlH+1a0vXX2+tMypV8RCkAAAAIOnUYX0XXyyFhtpbS0UxdKi1fO896fBhe2tBySJIAQAAQBITTZSGiy+W2raVTp6UZszgV++KhH9NAAAAyBhpyRJrnYkmSo7DcWoq9OnTQ5STY289KDkEKQAAAOiPP6Q9e6zZ5i66yO5qKpa//U2KiZG2b3do5cradpeDEkKQAgAAgOewvvbtpSpV7K2loomKkgYPttbnzm1kbzEoMQQpAAAAcP2oUnbvvZLDYfTbb7W1ZYvd1aAkEKQAAADgCVJMNFE6mjSRevc2kqxzpVD+8a8IAAAQ5I4elVJSrHVGpErPPffkSrJm78vMtLkYnDWCFAAAQJD7+Wdr1r4mTayLyKJ09O5tVLv2cR096tCsWXZXg7NFkAIAAAhyHNZXNkJDpauu2i5JeuUVK7yi/CJIAQAABDkuxFt2rrjiD0VGGq1aZY0EovwiSAEAAASxrCzpl1+sdc6PKn3Vqrk0cKA1FDV1qs3F4KwQpAAAAILYmjXSyZNSbKx04YV2VxMc7r03R5L08cfSgQM2F4NiI0gBAAAEsWXLrGWnTpLDYW8twaJdO6lzZ8nlkt54w+5qUFwEKQAAgCDmPqyvUyd76wg2Q4day9dfl7Kz7a0FxUOQAgAACGLuEanOne2tI9hcf70UFyft2SN98YXd1aA4CFIAAABB6vBhacsWa/2ii+ytJdhEREh33mmtv/KKvbWgeAhSAAAAQcp9WN+FF0oxMfbWEozuvlsKCZG+/176/Xe7q0FREaQAAACCFOdH2at+falfP2v91VftrQVFR5ACAAAIUpwfZT/3pBMzZ0rp6fbWgqIhSAEAAASh3Fxp+XJrnREp+1x+udS0qXTsmBWmUH4QpAAAAILQpk3S0aNS5cpSq1Z2VxO8HI5To1KvvioZY289KDyCFAAAQBBynx/VoYMUHm5vLcHu1lulqlWl9eutiSdQPhCkAAAAghDnRwWO6Gjpllus9alT7a0FhWdbkDp8+LB++uknHTp0yK4SAAAAghYz9gUW9+F9X3wh7dplby0oHFuC1Pvvv68mTZpo6NChql+/vt5//31JUkpKihITExUTE6NRo0bJ5DlItLjbAAAA4C0zU1qzxlonSAWGFi2kyy6zJgGZNs3ualAYZR6kjh49qmHDhmnJkiVauXKlpk2bpkceeUROp1N9+vRRhw4dlJycrHXr1mnGjBmSVOxtAAAAyO/XX6WcHKluXalePburgZt7VGr6dOnkSXtrwZmVeZDKyMjQiy++qJYtW0qS2rRpo9TUVM2bN09paWmaPHmyzjvvPI0bN05vvfWWJBV7GwAAAPJznx/VqZM1axwCQ79+UkKCdPCg9M47dleDMwkr6xdMSEjQTTfdJElyuVyaNGmSrrvuOq1evVqdO3dWVFSUJKl169Zat26dJBV7my9Op1NOp9NzP/1/Vz5zuVxyuVwl/G6Lzl1DINQSSOiLf/TGN/riG33xj974Rl/8K8+9+fnnUEkhSkzMkcuVW6Jfuzz3pbQVpjfDhoXo4YdDNWmS0a23ZiskCKaGC6TPTFFqKPMg5bZ69Wp1795dlSpV0oYNG/T000+rUaNGnu0Oh0OhoaFKTU1Venp6sbbFxMTke93x48drzJgx+R7/9ttvPWEsEMyfP9/uEgISffGP3vhGX3yjL/7RG9/oi3/lsTeLF/eSVFm5uT9r7tzDpfIa5bEvZaWg3iQkhCkqqpc2bQrX2LG/6qKLDpRhZfYKhM9MZmZmofe1LUi1bt1aCxYs0EMPPaTBgwfrggsuUEREhNc+kZGRyszMVFhYWLG2+QpSo0eP1ogRIzz309PTlZCQoF69eik6OroE32HxuFwuzZ8/Xz179lQ4F3XwoC/+0Rvf6Itv9MU/euMbffGvvPZm927p8OFwhYQYDR3aSVWqlOzXL699KQuF7U1ycoheeEFavPgiPfVUThlWaI9A+sy4j1YrDNuClMPhULt27TRjxgw1aNBA48ePV0pKitc+GRkZqlSpkmJjY4u1zZeIiIh8wUuSwsPDbf+HyyvQ6gkU9MU/euMbffGNvvhHb3yjL/6Vt9789pu1bNXKoRo1Sq/u8taXsnSm3jz4oPTyy9LSpSH67beQoJlZMRA+M0V5/TI/6nLhwoUaNWqU535YmJXlmjZtqmXuMx8l7dixQ06nU7GxsUpMTCzWNgAAAHhzXz+KC/EGrvh4adAga33SJHtrgX9lHqSaNm2qadOmafr06dq1a5ceffRR9erVS9dcc43S0tI0c+ZMSdKECRPUo0cPhYaGKikpqVjbAAAA4I0L8ZYPDz1kLT/9VNq61d5a4FuZB6m6devqo48+0osvvqgWLVooMzNT77zzjsLCwjR9+nTdc889ql27tj7++GNNmDBBkoq9DQAAAKfk5FjXkJKkiy6ytxYUrGVL6corrQv0/utfdldTuj791KGffz5Xx4/bXUnR2HKOVO/evX1OUd6/f39t3rxZycnJ6tKli+Li4s56GwAAACwbNkjHj0tVqkhNm9pdDc7koYekr7+W3n5bGjNGqlnT7opKx5gxoVq//iI1bZqt22+3u5rCs22yCX/i4+MVHx9fotsAAAAgrVhhLdu3lzgLIvBdfrnUrp20cqX06qvSk0/aXVHJ27BBWr/eobCwXF1zjbG7nCIJgkt8AQAAQJKSk61lYqK9daBwHA7JPUfbiy9KGRm2llMqPvvMWrZufVA1athaSpERpAAAAIKEe0SKIFV+XH+9dP750pEj0muv2V1Nyfv0U2vZufM+ewspBoIUAABAEMjKklatstY7drS1FBRBWJj0+OPW+qRJKncTMhTkjz+sUVKHw+iii/bbXU6REaQAAACCQEqKFaZiYqTzzrO7GhTFTTdJjRtLBw9K06bZXU3J+fxza3nJJUY1ajhtraU4CFIAAABBwH1YX8eO1rk3KD/yjkpNnCidOGFvPSXFfVhf//7la5IJN4IUAABAEOD8qPLtllukBg2kAwekN96wu5qz9+ef0pIl1nq/frn2FlNMBCkAAIAg4J6xj/OjyqfwcOmxx6z1556TTp60t56z9cEH1sWGO3a0AmJ5RJACAACo4DIzrXOkJEakyrPbbpMSEqS9e62L9JZn//2vtbzlFnvrOBsEKQAAgApu1SopJ0eqU0eKj7e7GhRXRIT06KPW+vjxkrP8zc8gSdq0SVq+3Loo9I032l1N8RGkAAAAKri8h/Ux0UT59ve/S3XrSrt3S2+9ZXc1xfPuu9ayVy+pdm17azkbBCkAAIAKjokmKo7IyFPnSj39dPm7rpQxFeOwPokgBQAAUOERpCqWO++0riu1f7/04ot2V1M0P/8sbdsmVa0q9etndzVnhyAFAABQgaWnSxs3WuvM2FcxVKpkjUZJ1nWlDh+2t56i+Pe/reV110lRUfbWcrYIUgAAABXYr79aywYNpLg4e2tByRk4UGrb1grKzz5rdzWFc/SoNGuWtT5kiK2llAiCFAAAQAXGYX0VU0iINXOfJE2dKm3ZYm89hTFzpjUVf4sWUteudldz9ghSAAAAFZh7xj6CVMXTu7d1c7mkUaPsrqZgxkivvWat33dfxZg9kiAFAABQgblHpDg/quJxOKTJk63rMX3+ubRwod0V+ffDD9KGDVKVKtLNN9tdTckgSAEAAFRQBw9KO3ZY6x062FoKSknz5tK991rrDz4oZWfbW48/r75qLW+5RYqOtreWkkKQAgAAqKDcE01ceKFUvbq9taD0PPWUFBMjrVlzKrAEkq1bpU8/tdbdoa8iIEgBAABUUBzWFxxq1jw18cQTT0h799pbz+kmTpRyc6Urr5Rat7a7mpJDkAIAAKig3CNSBKmK7847pc6dpYwM6xC/QLFnjzRjhrX+2GO2llLiCFIAAAAVlDtIcX5UxRcSIr3+ujXxxIcfSnPn2l2RZfJkKSvLmu780kvtrqZkEaQAAAAqoD//lHbvtmZ2a9vW7mpQFtq0kR54wFq/6y7rArh2OnTICneS9Pjj9tZSGghSAAAAFdBvv1nLCy6QqlWztxaUnaefls4/3zqkzh2q7DJ2rHUB3vbtretdVTQEKQAAgAqIw/qCU1SUdU5SSIg0c6Z1fSk7bNhwagbBiRMrxgV4T0eQAgAAqIAIUsGrSxfpoYes9TvvtA7xLGujRkk5OVKfPtIVV5T965cFghQAAEAFRJAKbmPGSO3aWecpDRwouVxl99rffSd99ZUUFiY9/3zZvW5ZI0gBAABUMIcOSX/8Ya23a2dvLbBHZKQ1e190tPTjj9b1pcrCsWPS3Xdb6/fdZ10MuqIiSAEAAFQw7tGoCy6wfpFGcGrSRHr7bWt94kTpvfdK/zUffljatk2qX9+abKIiI0gBAABUMBzWB7e//OXU+VK33y4tWVJ6r/Xtt9Jrr1nr//63VL166b1WICBIAQAAVDDuqc/bt7e3DgSG556TBgywLozbv781o15J273bCmqSNGyYdPnlJf8agYYgBQAAUMEwIoW8QkKk//5Xuugi6cgRqXt3ad26kvv6GRnStddK+/ZJLVpIEyaU3NcOZAQpAACACuTwYWnHDmudESm4RUVZM+m1bi3t3y9ddpm0du3Zf93sbOlvf5NWr5Zq17ZeIyrq7L9ueUCQAgAAqEDch/U1aVLxz1FB0cTFSQsXWjM5Hjwode0qffFF8b/esWNSv37SnDlS5crSl19KDRuWWLkBjyAFAABQgXBYHwpSs6a0YIF06aVSerp1ztRjj1nnTxXFvn3WIYJz556aav2ii0ql5IBFkAIAAKhACFI4k5gYK0w98IB1f/x4qWVLa2TpTHJyrJn5mjeXkpOlWrWk77+3zpEKNgQpAACACsQdpDg/CgUJD5defFH64AOpTh1p82YrDLVtK02eLG3ceGqUKjtb2rTJmkSidWvrQrtHj1qfsZ9+kjp3tvGN2IggBQAAUEEcOSJt326tE6RQGDfcYIWmUaOkSpWsSSNGjpSaNrXOe6pZ03r8wgul0aOt2f6qV5emTpWWL5fOP9/ud2AfghQAAEAFsXKltWzc2Dp8CyiM6Ghp4kTrvKfXXrMmoYiKknJzrXBujBQWJl1xhfTmm1ZYHzpUCg21u3J7hdldAAAAAEoG50fhbMTGSvfcY92MsaZJP3TImta8Zk2C0+kIUgAAABUEQQolxeGQzj3XusE3Du0DAACoIAhSQNkhSAEAAFQAR49KW7da60w0AZQ+W4LUF198ocaNGyssLEydOnXS+vXrJUnDhg2Tw+Hw3Jo0aeJ5TkpKihITExUTE6NRo0bJGFOobQAAAMHgt9+sZcOG1rkuAEpXmQeprVu3avDgwZowYYL27NmjBg0aaMiQIZKkX3/9VXPmzFFqaqpSU1O18n9TzzidTvXp00cdOnRQcnKy1q1bpxkzZpxxGwAAQLDgsD6gbJX5ZBPr16/XuHHjdMMNN0iS7r33Xl155ZXKzs5WSkqKkpKSVLVqVa/nzJs3T2lpaZo8ebKioqI0btw4DR06VIMHDy5wmy9Op1NOp9NzPz09XZLkcrnkcrlK6V0XnruGQKglkNAX/+iNb/TFN/riH73xjb74F2i9SU4OlRSitm1z5HLl2lZHoPUlkNAb3wKpL0WpwWFsPg7u9ddf15QpU/TOO++oW7duql27tvbs2aNu3bpp+vTpql+/vsaMGaNffvlFc+fOlSQZY1SzZk0dOXKkwG2+PPXUUxozZky+x2fNmqWoqKjSe6MAAACl6L77rtDevVX1z3/+pHbtDtpdDlAuZWZmatCgQUpLS1N0dHSB+9o6/XlWVpYmTZqkBx98UOvXr1eLFi00ZcoU1apVS8OHD9fdd9+tefPmKT09XY0aNfI8z+FwKDQ0VKmpqQVui/FxJbrRo0drxIgRnvvp6elKSEhQr169ztissuByuTR//nz17NlT4eHhdpcTMOiLf/TGN/riG33xj974Rl/8C6TepKVJe/daNdxzT6Jq1rSvlkDqS6ChN74FUl/cR6sVhq1B6oknnlDVqlV11113KTw8XDfddJNn29SpU9W4cWOlp6crLCxMERERXs+NjIxUZmZmgdt8BamIiIh8+0tSeHi47f9weQVaPYGCvvhHb3yjL77RF//ojW/0xb9A6E1KirVs0ECqUycw/p0CoS+Bit74Fgh9Kcrr2zb9+fz58/X6669r1qxZPguuUaOGcnNztW/fPsXGxurgQe8h6oyMDFWqVKnAbQAAAMGAiSaAsmdLkNq2bZtuuukmvfbaa2revLkkacSIEfrwww89+6xYsUIhISFKSEhQYmKili1b5tm2Y8cOOZ1OxcbGFrgNAAAgGLiDFNePAspOmQepEydO6Nprr1X//v3Vr18/HTt2TMeOHVObNm30+OOPa/HixVq4cKGGDRum22+/XVFRUUpKSlJaWppmzpwpSZowYYJ69Oih0NDQArcBAAAEA0akgLJX5udIffPNN1q/fr3Wr1+vN954w/P49u3btWHDBvXr10/VqlXTgAEDNG7cOKvIsDBNnz5dgwYN0qhRo5STk6NFixadcRsAAEBFl54ubdpkrROkgLJT5kGqf//+8jfj+vjx4zV+/Hi/z9u8ebOSk5PVpUsXxcXFFWobAABARbZqlbVMSJD4FQgoO7bO2ldU8fHxio+PL/I2AACAiorD+gB72DZrHwAAAM4eE00A9iBIAQAAlGOMSAH2IEgBAACUU8eOSRs3WusEKaBsEaQAAADKqVWrJGOk+Hipdm27qwGCC0EKAACgnOL8KMA+BCkAAIBy6rffrCWH9QFljyAFAABQTjHRBGAfghQAAEA5dPy4tH69tc6hfUDZI0gBAACUQ2vWSLm5Up06Ut26dlcDBB+CFAAAQDnEYX2AvQhSAAAA5ZB7ogkO6wPsQZACAAAohxiRAuxFkAIAAChnTpyQfv/dWmdECrAHQQoAAKCcWbtWysmR4uKkevXsrgYITgQpAACAcibvYX0Oh721AMGKIAUAAFDOuIMUh/UB9iFIAQAAlDPuGfuYaAKwD0EKAACgHHE6pZQUa50gBdiHIAUAAFCOrF0ruVxSbKxUv77d1QDBiyAFAABQjuQ9rI+JJgD7EKQAAADKES7ECwQGghQAAEA5wox9QGAgSAEAAJQTWVnWOVISI1KA3QhSAAAA5cTvv1thqkYNqVEju6sBghtBCgAAoJzIe1gfE00A9iJIAQAAlBNciBcIHAQpAACAcoKJJoDAQZACAAAoB1wuafVqa50RKcB+xQpSl19+ud9t9913X7GLAQAAgG/r10tOpxQdLZ13nt3VAAgrzE67d+9W5cqVlZ2drYiICKWnp+vAgQPau3evQkJCFBkZqe+//1633367Vq5cWdo1AwAABB33YX3t2kkhHFME2K5QQapJkyZyOByqXr267rrrLtWoUUOffPKJxo8fr9TUVPXu3Vv79u3T7bffrsjIyNKuGQAAIOgw0QQQWAr194yLL75YiYmJ+uKLL2SMUcj//gwydepUtWvXTs2bN1dYWBghCgAAoJS4R6QIUkBgKNLAsMPHBQt8PQYAAICSk50trVplrTNjHxAYzuoI21WrVuno0aPavn27jh49qm+//VYZGRklVRsAAAAkbdwonTghVa0qXXCB3dUAkAp5jpQ/8+bN0969e5WVlaXDhw/rtdde08GDB0uqNgAAAIiJJoBAdFb/FUePHq1mzZrp+uuvV7NmzfTZZ5+pcePGJVUbAAAAxIV4gUB01n/TcDgcnCcFAABQipixDwg8hTq0b+fOnTLGaMaMGapZs6aMMZKk2bNna+/evTpw4ICMMcrJySnVYgEAAIJNTo7kvkwnI1JA4CjUiNTAgQP197//Xeecc46SkpJ07NgxnX/++TLGqHv37mrSpImcTqcnUAEAAKBkbNokHT8uRUVJTZvaXQ0At0KNSI0bN87r/gMPPKCePXuqZ8+ensf+8Y9/KDw8XGlpaSVbIQAAQBBzH9bXtq0UGmprKQDyKPQ5UtnZ2Z71UaNG5dseHh4uSfrmm29KoCwAAABITDQBBKpCjUilpaWpY8eOeuqpp3Tdddfp22+/1eLFi/NNMuFwONStWzfdeuutpVIsAABAsHEHKSaaAAJLoUakqlevrueff17PPfecFi1apNWrV6tz586aP3++OnXqpG+//VYXXXSRateurXvvvddr9MqXL774Qo0bN1ZYWJg6deqk9evXS5JSUlKUmJiomJgYjRo1yut8q+JuAwAAKK9yc09NNEGQAgJLoYJURkaGrr76av3000/q2LGj6tWrp7vvvlsxMTGe5T333KOxY8dq6NChBQaprVu3avDgwZowYYL27NmjBg0aaMiQIXI6nerTp486dOig5ORkrVu3TjNmzJCkYm8DAAAoz7ZskTIypMhIqVkzu6sBkFehglTNmjV1zjnnqH79+rrgggv87hcWFqaJEycqMjLS7z7r16/XuHHjdMMNN3hGsJKTkzVv3jylpaVp8uTJOu+88zRu3Di99dZbklTsbQAAAOWZ+7C+Nm2ksEKdkAGgrBTqv2RWVpYkKTU1VeHh4bruuuu8thflgrzXXnut1/2NGzeqSZMmnsMFo6KiJEmtW7fWunXrJKnY23xxOp1yOp2e++np6ZIkl8sll8tV6PdRWtw1BEItgYS++EdvfKMvvtEX/+iNb/TFv7LoTXJyiKRQtWuXI5crt9RepyTxmfGP3vgWSH0pSg2FClLGGE2ZMkVjxozRggULtHz5cnXp0kVbt271Wrr99NNPhXrxrKwsTZo0SQ8++KC2bdumRo0aebY5HA6FhoYqNTVV6enpxdoWExOT7zXHjx+vMWPG5Hv822+/9YSxQDB//ny7SwhI9MU/euMbffGNvvhHb3yjL/6VZm/mz+8iKU6hoWs0d+4fpfY6pYHPjH/0xrdA6EtmZmah9y1UkMrIyNB3332nxYsXq1mzZvr6668VERGhkBDvIwONMTpx4kShX/yJJ55Q1apVddddd+mJJ55QRESE1/bIyEhlZmYqLCysWNt8BanRo0drxIgRnvvp6elKSEhQr169FB0dXejaS4vL5dL8+fPVs2dPz5TyoC8FoTe+0Rff6It/9MY3+uJfaffGGOm226xf1W67raXatm1Z4q9RGvjM+EdvfAukvriPViuMQgWp6OhoffLJJ5o6dapatGihc889V/Xr19cPP/ygP//8UzfeeKMWLFigbt26KayQB/DOnz9fr7/+upYtW6bw8HDFxsYqJSXFa5+MjAxVqlSp2Nt8iYiIyBe8JOs6WHb/w+UVaPUECvriH73xjb74Rl/8oze+0Rf/Sqs3mzdLaWlSRITUtm24ylv7+cz4R298C4S+FOX1C31BXofDobFjx0qSLrnkEmVlZWn//v3atm2bsrKyNGHCBA0bNqxQX2vbtm266aab9Nprr6l58+aSpMTERC1btsyzz44dO+R0OhUbG1vsbQAAAOVVcrK1bNtW5S5EAcGgUEFq4MCBGj9+vEJDQyVZozp9+vTRc889pxkzZujaa6/VsWPHNG3aND322GMFfq0TJ07o2muvVf/+/dWvXz8dO3ZMx44d06WXXqq0tDTNnDlTkjRhwgT16NFDoaGhSkpKKtY2AACA8sodpDp2tLcOAL4V6ji86667Tk8//bQyMzOVkpKinJwcPfLII1q6dKn279+vgQMHSpJ27typmjVrFvi1vvnmG61fv17r16/XG2+84Xl8+/btmj59ugYNGqRRo0YpJydHixYtsooMCyvWNgAAgPJqxQprmZhobx0AfCtUkLrhhht0ww036Mknn9Rll12mf/3rX7rssst04sQJ7dmzR926dSv0C/bv31/GGJ/bGjZsqM2bNys5OVldunRRXFyc1/OKsw0AAKC8ycmRfvvNWmdECghMRbq029NPP61+/fqp4//+R59+TaiSEB8fr/j4+BLdBgAAUJ5s2CAdPy5VqSI1bWp3NQB8KfRkE24d+bMIAABAqXKfH9W+vcRp30BgKnKQAgAAQOni/Cgg8BGkAAAAAgwz9gGBjyAFAAAQQLKypFWrrHWCFBC4CFIAAAAB5PffJadTql5datLE7moA+EOQAgAACCB5D+tzOOytBYB/BCkAAIAAwkQTQPlAkAIAAAggTDQBlA8EKQAAgABx8qS0dq21zogUENgIUgAAAAFi9WopO1uKi5MSEuyuBkBBCFIAAAABIu/5UUw0AQQ2ghQAAECA4PwooPwgSAEAAAQIZuwDyg+CFAAAQAA4dkxav95a79DB3loAnBlBCgAAIACsXCkZI8XHS+eea3c1AM6EIAUAABAAOKwPKF8IUgAAAAHAHaSYaAIoHwhSAAAAAWD5cmt50UX21gGgcAhSAAAANjt4UNq2zVrn0D6gfCBIAQAA2Mw9GtW0qVSjhq2lACgkghQAAIDNfvnFWnbqZG8dAAqPIAUAAGAzghRQ/hCkAAAAbJSbe+rQPoIUUH4QpAAAAGy0aZN09KgUGSm1amV3NQAKiyAFAABgI/dhfR06SOHh9tYCoPAIUgAAADbi/CigfCJIAQAA2IggBZRPBCkAAACbnDghrVljrROkgPKFIAUAAGCT336TsrOl2rWl+vXtrgZAURCkAAAAbJL3sD6Hw95aABQNQQoAAMAmnB8FlF8EKQAAAJsQpIDyiyAFAABggwMHpJ07rUP6EhPtrgZAURGkAAAAbOAejWrWTIqOtrcWAEVHkAIAALABh/UB5RtBCgAAwAYEKaB8I0gBAACUsdxcacUKa50gBZRPBCkAAIAytmGDlJ4uRUVJLVvaXQ2A4iBIAQAAlDH3YX0dOkhhYfbWAqB4CFIAAABl7McfreXFF9tbB4DiI0gBAACUMXeQuuQSe+sAUHwEKQAAgDJ0+LB1jpQkdeliby0Aio8gBQAAUIZ++slaNm0q1aplby0Ais+2IHX48GE1atRIO3bs8Dw2bNgwORwOz61JkyaebSkpKUpMTFRMTIxGjRolY0yhtgEAAAQSDusDKgZbgtShQ4d07bXXeoUoSfr11181Z84cpaamKjU1VStXrpQkOZ1O9enTRx06dFBycrLWrVunGTNmnHEbAABAoCFIARWDLUFq4MCBGjhwoNdj2dnZSklJUVJSkmrUqKEaNWqoWrVqkqR58+YpLS1NkydP1nnnnadx48bprbfeOuM2AACAQOJ0nroQL0EKKN9suXLB9OnT1bhxY/3jH//wPLZmzRoZY9S2bVvt2bNH3bp10/Tp01W/fn2tXr1anTt3VlRUlCSpdevWWrdunSQVuM0Xp9Mpp9PpuZ+eni5JcrlccrlcJf1Wi8xdQyDUEkjoi3/0xjf64ht98Y/e+EZf/CtOb5Yvd8jpDFNcnFHDhtmqiG3lM+MfvfEtkPpSlBocxsYTihwOh7Zv366GDRvq3Xff1ZQpUzRlyhTVqlVLw4cPV3Z2tubNm6eRI0fq5MmTeuWVVzzPjYuL06ZNm/TMM8/43RYTE5PvNZ966imNGTMm3+OzZs3yhDEAAIDS8Pnn52nGjJa66KJ9euyx5XaXA+A0mZmZGjRokNLS0hQdHV3gvgFzLe2bbrpJN910k+f+1KlT1bhxY6WnpyssLEwRERFe+0dGRiozM7PAbb6C1OjRozVixAjP/fT0dCUkJKhXr15nbFZZcLlcmj9/vnr27Knw8HC7ywkY9MU/euMbffGNvvhHb3yjL/4Vpzdvvx0qSRow4BxdffXVpVmebfjM+EdvfAukvriPViuMgAlSp6tRo4Zyc3O1b98+xcbGKiUlxWt7RkaGKlWqVOA2XyIiIvIFL0kKDw+3/R8ur0CrJ1DQF//ojW/0xTf64h+98Y2++FfY3hgj/fyztZ6UFKrw8NBSrsxefGb8oze+BUJfivL6AXMdqREjRujDDz/03F+xYoVCQkKUkJCgxMRELVu2zLNtx44dcjqdio2NLXAbAABAoNiyRTp4UIqIkDp0sLsaAGcrYIJU27Zt9fjjj2vx4sVauHChhg0bpttvv11RUVFKSkpSWlqaZs6cKUmaMGGCevToodDQ0AK3AQAABAr3tOcdO1phCkD5FjCH9t16661av369+vXrp2rVqmnAgAEaN26cJCksLEzTp0/XoEGDNGrUKOXk5GjRokVn3AYAABAouH4UULHYGqROnzBw/PjxGj9+vM99+/fvr82bNys5OVldunRRXFxcobYBAAAEAoIUULEEzIhUYcTHxys+Pr7I2wAAAOx05Ii0fr213qWLvbUAKBkBc44UAABARfXTT9bywgulWrXsrQVAySBIAQAAlDIO6wMqHoIUAABAKSNIARUPQQoAAKAUZWVJK1ZY61272lsLgJJDkAIAAChFycnSyZNSXJx0/vl2VwOgpBCkAAAAStEPP1jLpCTJ4bC1FAAliCAFAABQihYtspbdutlbB4CSRZACAAAoJS7XqYkmLrvM1lIAlDCCFAAAQCn59Vfp+HEpNlZq0cLuagCUJIIUAABAKXEf1peUJIXwWxdQofBfGgAAoJRwfhRQcRGkAAAASkF2trRkibXO+VFAxUOQAgAAKAUrV0rHjkk1akitWtldDYCSRpACAAAoBe7rR116qRQaamspAEoBQQoAAKAULFxoLbt3t7cOAKWDIAUAAFDCsrKkxYut9SuusLcWAKWDIAUAAFDCfvlFysyU4uKkli3trgZAaSBIAQAAlLAFC6zl5Zdz/SigouK/NgAAQAlzBykO6wMqLoIUAABACTp2TFq2zFonSAEVF0EKAACgBC1ZYl2Mt2FDqXFju6sBUFoIUgAAACUo7/lRACoughQAAEAJ4vwoIDgQpAAAAErIgQPSqlXWeo8etpYCoJQRpAAAAErIt99ay/btpXPOsbcWAKWLIAUAAFBCvv7aWl55pb11ACh9BCkAAIASkJt7akSqd297awFQ+ghSAAAAJeC336RDh6Rq1aSLL7a7GgCljSAFAABQAr75xlpecYUUHm5vLQBKH0EKAACgBHB+FBBcCFIAAABnKS1N+vlna53zo4DgQJACAAA4S99+K+XkSBdeKDVsaHc1AMoCQQoAAOAszZ5tLfv0sbcOAGWHIAUAAHAWcnKkuXOtdYIUEDwIUgAAAGdh2TKHDh+WYmKkLl3srgZAWSFIAQAAnIXZsx2SpKuvlsLCbC4GQJkhSAEAAJyFOXOsX6f69rW5EABliiAFAABQTPv2VdHGjQ6FhTHtORBsCFIAAADFtGJFbUlSt25S9eo2FwOgTBGkAAAAiunnn+tK4rA+IBgRpAAAAIphzx5p/fqakqS//MXmYgCUOYIUAABAMXz+ufVr1MUX5yo+3uZiAJQ5ghQAAEAxfPqpNe35ddcZmysBYAfbgtThw4fVqFEj7dixw/NYSkqKEhMTFRMTo1GjRskYc9bbAAAAStr+/dLSpVaQGjAg1+ZqANjBliB16NAhXXvttV4hyul0qk+fPurQoYOSk5O1bt06zZgx46y2AQAAlIZPP5WMceiCC46ofn27qwFgB1uuvz1w4EANHDhQy5Yt8zw2b948paWlafLkyYqKitK4ceM0dOhQDR48uNjbfHE6nXI6nZ776enpkiSXyyWXy1W6b7wQ3DUEQi2BhL74R298oy++0Rf/6I1v9MW3Dz8MlRSiLl32yuVqbHc5AYXPjH/0xrdA6ktRanAYG46D27Ztmxo3biyHw6Ht27erYcOGGjNmjH755RfNnTtXkmSMUc2aNXXkyJFib/Plqaee0pgxY/I9PmvWLEVFRZXSOwYAABXFoUORuvPOXjLGoWnTvlXt2ifsLglACcnMzNSgQYOUlpam6OjoAve1ZUSqceP8f7lJT09Xo0aNPPcdDodCQ0OVmppa7G0xMTH5Xmf06NEaMWKE1+smJCSoV69eZ2xWWXC5XJo/f7569uyp8PBwu8sJGPTFP3rjG33xjb74R298oy/5TZoUImMcuuSSHNWufYLenIbPjH/0xrdA6ov7aLXCsCVI+RIWFqaIiAivxyIjI5WZmVnsbb6CVERERL79JSk8PNz2f7i8Aq2eQEFf/KM3vtEX3+iLf/TGN/piMUb673+t9VtusQ7qoTe+0Rf/6I1vgdCXorx+wEx/Hhsbq4MHD3o9lpGRoUqVKhV7GwAAQElauVJat06KiJD+8hdmCQaCWcAEqcTERK/JJ3bs2CGn06nY2NhibwMAAChJ77xjLfv1k6pXt7cWAPYKmCCVlJSktLQ0zZw5U5I0YcIE9ejRQ6GhocXeBgAAUFKys6VZs6z1W2+1txYA9guoc6SmT5+uQYMGadSoUcrJydGiRYvOahsAAEBJmTdP+vNPKS5O6tXL7moA2M3WIHX6zOv9+/fX5s2blZycrC5duiguLu6stwEAAJSE11+3lrffLoWHSwFwyRsANgqYESm3+Ph4xcfHl+g2AACAs7F9uzUiJUl33WVvLQACQ8CcIwUAABCo3njDmvq8Z0+pSRO7qwEQCAhSAAAABcjKkt56y1q/9157awEQOAhSAAAABfjsM2uSibp1pWuvtbsaAIGCIAUAAFCAl16ylkOGWJNMAIBEkAIAAPDrxx+ln3+WKlXisD4A3ghSAAAAfkycaC1vu02qU8feWgAEFoIUAACADxs2SF9+KTkc0siRdlcDINAQpAAAAHx44QVr2bevdOGF9tYCIPAQpAAAAE6zc6c0c6a1PmqUvbUACEwEKQAAgNOMHWtdP+ryy6VLLrG7GgCBiCAFAACQx6ZN0n/+Y60/+6y9tQAIXGF2FwAAAEqGMdIff0gpKdLWrdK2bdK+fdKhQ1JqqjXCkpVlXQupcmWpenXp3HOl+HjrHKBmzaTWraUqVex+J/b65z+lnBzr4rudO9tdDYBARZACAKCcOnlSWr5cWrRIWrzYWk9PP7uvGRYmtW0rdesm9ekjXXRRiZRabqxcKb3/vrX+zDP21gIgsBGkAAAoR7Ztkz79VPrqK2nZMsnp9N4eHm6NLJ1/vtSokVSvnhQXJ8XESBER1naXSzpxwhql2rfPGsXasMEaydq/X0pOtm4vvCDFxobpootaKy7OoYsvtqYCr6iMkYYNs9YHDpTatLG3HgCBjSAFAECAW7dO+uQTK0CtWuW9rXZta/QoKUnq2lVq3twKS8XhPjRw6VLp22+lOXOkw4cd+vrrRvr6a2ukasQI6cYbpUqVzvZdBZ7//lf68UcpKurUhXgBwB+CFAAAAejoUesQs7ffllasOPV4aKgVnAYMkHr2lC64oORGiRwOqUED63bTTdZ5QvPnZ2vChH365Zd6WrXKoVtvlUaPlv7v/6TBg4sf2gJNWtqpac6ffFJKSLC3HgCBjyAFAECAMMY63+nNN60RqJMnrcfDwqTevaW//MU6b6lWrbKpJzRUuuIKI6fzN3XuXEdvvx2uKVOkPXuku++Wnn/emib8xhulkHI+D/ATT0gHDljBdMQIu6sBUB6U8297AACUfydOSG+9ZR0617279O67Vohq0UKaPFnau9c6J2rw4LILUaeLjbVGorZvl156yTrvassWadAgqX176euv7amrJHz3nTR1qrU+dWrFPGwRQMkjSAEAYJN9+6THHrMOIxsyRFqzxjo/5667rBn41q6VHnzQCi2BIiJCGj7cmvTimWek6Ghp9Wrpqqukfv2sx8uT1FQroErSPfdYh0sCQGEQpAAAKGM7d0r33WfNqjd+vHT4sNSwoTRpkrR7tzRtmpSYGNgz5FWtKj3+uDVCNXKkdfjhl19ak138859SZqbdFZ6ZMdLQoVbPmzSx+g8AhUWQAgCgjGzaJP3979Yv7a+9Zk1dfskl1mx8W7ZYgSQmxu4qiyY21goga9ZIPXpY72nsWCtQffaZFVYC1dSp0nvvWed3vfMOFyIGUDQEKQAAStnatdLf/mZd3+nf/5ays63Q8cMP0pIl1gx8oaF2V3l2mjWzpkz/+GPrUMWdO6XrrpOuvFLauNHu6vJbsMA6bFKSnntO6tzZ3noAlD8EKQAASklyshWSWre2pjLPzbVm3Vu2TJo/35rGPJAP3ysqh8OaWXD9emsWvEqVrHDVqpX08MNSRobdFVo2bpSuv96a3v2WW6yRQAAoKoIUAAAlbOlSayQmMVH6/HMrYNxwg3Ux3S+/lDp1srvC0lWlivT009Lvv0vXXCO5XNZU6RdeaF301s7D/TZvli6/3Jpk4qKLpOnTK1aYBVB2CFIAAJQAY6xRpssuky69VPrmG+twvVtvldatkz74QGrTxu4qy1aTJta07V99Za3v22eNAHXt6n2R4bKyZYs1vfzevVLLllZdkZFlXweAioEgBQDAWTBGmj3bOsemVy/rgrrh4dYFazdtkv7zH6lpU7urtNc110gpKdK4cdb07j/9ZI0G/eUvVsgsC4sXSxdfbF1MuHlz6xypQJpWHkD5Q5ACAKAYcnKkDz+U2rWT+va1rvtUubL0wAPWtZRef11q3NjuKgNHRIR1Qd+NG61ROofDmq2wVSvp9tulHTtK53WNsWZIvOIK6dAh699rwQLpnHNK5/UABA+CFAAAReB0Sm++ac1Sd+ON1sVoq1aVHnnEuqbSiy9K9erZXWXgqlfPGqVbu9aaiCM317p/wQXSbbdZ/SwpW7ZYF9i97z5rpsQbb7TOX6tTp+ReA0DwIkgBAFAIx45JkydL550n3XmnNWlBTIx18dmdO6UJE6Tate2usvxo0cIakVq+3JoK3uWSZs6U2ra1zjF7++3iz/K3c6c1MtiqlTX6FBlpXevqvfesQwsBoCSE2V0AAACB7PBhacoU63bkiPVYfLw1Zfadd1qjUSi+xERrko7ly62g+vHH1qjR0qXSvfdak0NcfbV1flPr1tYhgqczRtq925rg44svpHnzrEMvJSukvf66FYABoCQRpAAA8GH9eunll61RksxM67Hzz7cO4bv5Zt+/0KP4LrrIutbWnj3WFOn//rd1PtU331g3yZrEIyHBGvmLjrYOs8zIsEYH09O9v16PHta1q3r0YHpzAKWDIAUAwP/k5kpz5zr06qvWhWTd2rWzJkq47jprSnOUnvh4K6w+/LC0YYM0Z441YvXrr9bo4LZt1u10oaHWv1O/flL//tb05gBQmghSAICgt3u39NZbIXrttR46cMD60RgSYv1S/sADUlISoxplzeGwJvRo1kx66CHr8L1du6zb/v3WOWsREdY5T+edZ12nilFCAGWJIAUACEpOp3VB1rfesg4dy80NlVRF1asb3XGHQ/ffLzVqZHeVcHM4pPr1rRsABAKCFAAgaGRlSd99Z13/6fPPpbS0U9suvTRX7dqt0pgxrVSjRrhtNQIAygeCFACgQjt2zJoC+8svpc8+k1JTT22rW9e6OOzf/y41bJijuXN3qUqVVvYVCwAoNwhSAIAKxRhp61ZrCuyvvpJ++MEaiXKrXVv661+ti7Necol1LpRkXccIAIDCIkgBAMq9nTul77+XFi60lrt3e29v1Ei65hppwACpWzdm3gMAnD2CFACgXDl5UvrtN2nZslO3Xbu89wkPl7p0ka691gpQTZsy6x4AoGQRpAAAAckYad8+ac0a67Z6tbXcsEHKzvbeNzRUSkyUune3bpdcYk2LDQBAaSFIAQBsdeKEdYHVzZulLVus28aN0tq11gVYfaldW+rc+dStY0epatWyrRsAENwIUgCAUmOMNcW4+0Kq7tvu3dZ5TVu25D+fKa+QEOnCC6XWra1bmzZSq1ZSQgKH6gEA7BVwQWrYsGGaOnWq5/55552nLVu2KCUlRYMHD9aWLVs0ZMgQTZw4UY7//RQtaBsAoGRlZ1sjRQcPSn/+6f928KC0f781/fiZVK8unX++1KTJqVurVlKzZlLlyqX/ngAAKKqAC1K//vqr5syZoy5dukiSQkND5XQ61adPH/Xu3Vvvv/++hg8frhkzZmjw4MEFbgMAnJkxUkaGdOCAFYDcS39B6fBh6zlFUbOmNYqUkCDVq3dq3R2aatZkhAkAUL4EVJDKzs5WSkqKkpKSVDXPwe6ff/650tLSNHnyZEVFRWncuHEaOnSoBg8erHnz5vndBgDB7MQJac8e69C5/futgLR3b4h++62tpk8P1cGDp0LTyZNF+9oOh1SrlnTOOVJcnLX0d4uPZ+IHAEDFE1BBas2aNTLGqG3bttqzZ4+6deum6dOna/Xq1ercubOi/veTuHXr1lq3bp0kFbjNF6fTKafT6bmfnp4uSXK5XHIFwNUY3TUEQi2BhL74R298q+h9ORWSHNq921qeum+tHzrka4gnVFIDn1+zalXzv/BjPAEpLs697r2sWbNo12IqD/8MFf0zU1z0xT964xt98Y/e+BZIfSlKDQ5jinqARul59913NWXKFE2ZMkW1atXS8OHDlZ2drebNm+vkyZN65ZVXPPvGxcVp06ZNeuaZZ/xui4mJyfcaTz31lMaMGZPv8VmzZnnCGADYLSdHOny4sg4ciNKBA1V04ECU9u+v8r/7UUpLiyzU16lUKVu1ap1UTMxJ1ajhVPXqTtWoceqW935ERE4pvysAAAJbZmamBg0apLS0NEVHRxe4b0CNSN1000266aabPPenTp2qxo0bq2nTpoqIiPDaNzIyUpmZmQoLC/O7zVeQGj16tEaMGOG5n56eroSEBPXq1euMzSoLLpdL8+fPV8+ePRUeHm53OQGDvvhHb3wrD305eVLaulXavNmhrVsd2r5d2r7doe3bHdq5U3K5Cj5pqHJlo3r1pHr1rGV8vFFCgrV0PxYTIzkcEZKs75PloS92oTe+0Rf/6I1v9MU/euNbIPXFfbRaYQRUkDpdjRo1lJubqzp16iglJcVrW0ZGhipVqqTY2Fi/23yJiIjIF7wkKTw83PZ/uLwCrZ5AQV/8oze+2d2X3FzrHKWNG6VNm6ybe33HjoInbQgPlxo2lBo3lho1spbuW/36Umys438TNBR9lga7+xLI6I1v9MU/euMbffGP3vgWCH0pyusHVJAaMWKEOnfurBtuuEGStGLFCoWEhKhVq1Z68803Pfvt2LFDTqdTsbGxSkxM9LsNAMpKRoa0fr20YYN3WNq82TqfyZ/oaOs6SU2aSOeddyooNWpkTdJQlPOQAABA2QmoINW2bVs9/vjjqlOnjrKzszVs2DDdfvvt6tWrl9LS0jRz5kzdeuutmjBhgnr06KHQ0FAlJSX53QYAJS093QpMv/8urVt3avnHH/6fEx5uhaQLLrBCU97lOecw7TcAAOVRQAWpW2+9VevXr1e/fv1UrVo1DRgwQOPGjVNYWJimT5+uQYMGadSoUcrJydGiRYskqcBtAFBcaWlWQMobln7/3TpMz586daSmTa2QlDcwNWwohQXUd1sAAHC2Au5H+/jx4zV+/Ph8j/fv31+bN29WcnKyunTpori4uEJtA4CCZGZaIWnNGmnt2lOBac8e/88591ypeXOpRQvvJUcUAwAQPAIuSBUkPj5e8fHxRd4GALm51uQO7sC0Zo1127LF2uZL3br5w1Lz5tZMeAAAILiVqyAFAIWRmiqtXOnQnDmN9NVXIUpJkVJSpGPHfO9fq5bUurXUqpXUsuWpwFSjRpmWDQAAyhGCFIByy+WyZsdzjy65R5qs85jCJLX22r9SJSsgtW59Kji1bi3Vrs2EDwAAoGgIUgACnjHS3r3eh+StXWvNnudy+X5OgwZGcXEHdMUVcWrbNlStW0vnn2/NoAcAAHC2CFIAAsrx49ZkD6ePMh054nv/atW8R5fch+dVqZKtuXN/0dVXX63wcC6HAAAAShZBCoAtjDk1+cOaNdLq1acmfzAm//4hIdZU4u7A5A5NDRr4PizP30gVAABASSBIASh1x455H5a3erV1Pz3d9/61a3uPMrVuLTVrJkVGlm3dAAAA/hCkAJSYvFOMu0eYVq+Wtm71vf/pkz+0aWMtzzmnTMsGAAAoMoIUgGLJyLBGldyByX0+U0aG7/3PPdc7LLVpYx2qx+QPAACgPCJIAShQbq60bZv3KNOaNdZjvlSqZF281h2Y3Le4uLKtGwAAoDQRpAB4pKefCkp5z2U6ftz3/vHx+Q/Lu+ACRpkAAEDFR5ACglBurnXeUt4RptWrrfObfImIsKYUzxuaWrWSatUq07IBAAACBkEKqOAOHJBSUqyRpbzLzEzf+9er531YXps21oVsw/huAQAA4MGvRkAFkZEhbdqUPzAdPOh7/8hIa5Tp9HOZYmPLtm4AAIDyiCAFlDNZWdKGDafC0po1oVqxoqcOHvR9YpLDITVpYoWmli2tQ/JatbJGmUJDy7h4AACACoIgBQSo3Fxp+/b8I0ybNknZ2Xn3DJEUJUmqW/dUWHIvmzWToqLseAcAAAAVF0EKsJn7Irbr1knr11vL33+3bv7OY6pe/VRYatYsR8eO/ay//72T6tRhujwAAICyQJACykh2tjVT3rp1p27r11uH6Z044fs5ERFS8+b5R5ni461D9iTJ5crV3LmHVbNm2b0XAACAYEeQAkqY02kdfuceXXLfNm2SXC7fz6lUSWra1ApNzZpZy1atpPPOY7Y8AACAQMSvaEAxHTpkhaONG0/d1q2zRp1ycnw/JyrqVFBy35o1kxo1IjABAACUJ/zqBhTA6ZS2bDkVlPIGpyNH/D+venXv0SX3LSFBCgkpu/oBAABQOghSCHq5udLevflHlzZulHbutLb7k5AgXXihdbvgglOB6dxzT53DBAAAgIqHIIWg4HJZM+Nt3WqNMG3demp92zZr5Mmf6OhTQckdmi680Lo2U5UqZfYWAAAAEEAIUqgwjh+3QtHpQWnrVumPP/yftyRZ5yc1auQ9uuRer12b0SUAAAB4I0ih3HA6Q7Rhg3UY3o4d1m3nTmu5fbu0f3/Bz69c2ZoF77zzrNGkvMv69ZnsAQAAAIXHr44IGBkZ0q5d+UOStR6mAwf6nPFrxMT4Dkrnncd5SwAAACg5BCmUOmOsGe527z5127Mn//309IK+ipWAqlY1atjQoYYNpYYNpQYNTi3PO0+KjS399wMAAAAQpFBsOTnS4cPSgQPWYXV5l/v2eYekkycL9zWrV1e+kNSwoRQf79KmTfN1ww09ValSeOm9KQAAAKAQCFLwMMaasOHw4VO3gwfzhyT38uDBgidwOF1cnFSvnnWLjz+1nvexqlV9P9flkvbtc3FoHgAAAAICQaqCMcYa/UlLO3VLTz+1nprqHZROvxU0Dbg/tWpZM9vVqXNqWaeOd0iqW1eKiCj59wsAAADYgSAVQPbtk9audWjFito6dsyhrCwpM9MaJcrMzL+emSkdO+YdlNLSrNGbs1GpklSzpnWrVetUMMobltzrcXFSOEfaAQAAIMgQpALIV19Jd90VJqnzWX8th8O6kGx0tHXekftWo8apkOTrVquWdZFZDqEDAAAA/CNIBZDataXmzY1crqOqW7e6qlQJUVSUFBVlhRtf61FR3kHJfataVQoJsfsdAQAAABUTQSqA9O0rXXVVtubOXayrr75a4eEkIQAAACAQ8Zs6AAAAABQRQQoAAAAAioggBQAAAABFRJACAAAAgCIiSAEAAABAERGkAAAAAKCICFIAAAAAUEQEKQAAAAAoIoIUAAAAABQRQQoAAAAAiqjCBKmUlBQlJiYqJiZGo0aNkjHG7pIAAAAAVFAVIkg5nU716dNHHTp0UHJystatW6cZM2bYXRYAAACACqpCBKl58+YpLS1NkydP1nnnnadx48bprbfesrssAAAAABVUmN0FlITVq1erc+fOioqKkiS1bt1a69at87mv0+mU0+n03E9PT5ckuVwuuVyu0i/2DNw1BEItgYS++EdvfKMvvtEX/+iNb/TFP3rjG33xj974Fkh9KUoNDlMBTiYaOXKkTp48qVdeecXzWFxcnDZt2qSYmBivfZ966imNGTMm39eYNWuWJ4gBAAAACD6ZmZkaNGiQ0tLSFB0dXeC+FWJEKiwsTBEREV6PRUZGKjMzM1+QGj16tEaMGOG5n56eroSEBPXq1euMzSoLLpdL8+fPV8+ePRUeHm53OQGDvvhHb3yjL77RF//ojW/0xT964xt98Y/e+BZIfXEfrVYYFSJIxcbGKiUlxeuxjIwMVapUKd++ERER+UKXJIWHh9v+D5dXoNUTKOiLf/TGN/riG33xj974Rl/8oze+0Rf/6I1vgdCXorx+hZhsIjExUcuWLfPc37Fjh5xOp2JjY22sCgAAAEBFVSFGpJKSkpSWlqaZM2fq1ltv1YQJE9SjRw+Fhoae8bnuU8SKMoxXmlwulzIzM5Wenm57Ig8k9MU/euMbffGNvvhHb3yjL/7RG9/oi3/0xrdA6os7ExRmGokKMdmEJH3++ecaNGiQqlWrppycHC1atEgtWrQ44/N2796thISEMqgQAAAAQHmwa9cu1atXr8B9KkyQkqQ9e/YoOTlZXbp0UVxcXKGek5ubq71796patWpyOBylXOGZuSe/2LVrV0BMfhEo6It/9MY3+uIbffGP3vhGX/yjN77RF//ojW+B1BdjjDIyMlS3bl2FhBR8FlSFOLTPLT4+XvHx8UV6TkhIyBnTph2io6Nt/yAFIvriH73xjb74Rl/8oze+0Rf/6I1v9MU/euNboPSlevXqhdqvQkw2AQAAAABliSAFAAAAAEVEkAowERER+uc//+nzWlfBjL74R298oy++0Rf/6I1v9MU/euMbffGP3vhWXvtSoSabAAAAAICywIgUAAAAABQRQQoAAAAAioggBQAAAABFRJACAAAAgCIiSAEAAABAERGkAsjJkyeVnJysnJwcu0sJOPTGP3rjG33xjb4AgD34/utfee0NQSpAHDt2TBdddJFGjhypNWvWiFnpT6E3/tEb3+iLb/SlcI4fP64ZM2Zo//79dpcSUOiLf/TG2/Hjx/XKK69o586ddpcSMPj+61957g3XkQoAx44d04ABA9ShQwelpaXpxIkTevDBB9W6dWs5HA67y7MVvfGP3vhGX3yjL4Vz7NgxdevWTTt27NDzzz+v6667TjVq1LC7LNvRF//ojbdjx47p8ssv18aNGzV27FgNGjRIcXFxdpdlK77/+lfee8OIlM2OHTumvn37qlOnTpowYYJefvllRUZGauLEiVq7dm25SuUljd74R298oy++0ZfCcfdp0KBBmjVrlt555x199tlnSktLs7s0W9EX/+iNN3c/brzxRn333Xf6/PPP9d577+nQoUN2l2Ybvv/6VyF6Y2CbjIwM0717d/Pkk096Pf7ZZ5+Z0NBQM2jQILNy5UqTm5trU4X2oTf+0Rvf6Itv9KVw3H164oknPI998803pl27dubNN980R48etbE6+9AX/+iNN1/9SE5ONq1btzaTJ082Bw8etLE6e/D917+K0htGpGySkZGh/v376/LLL9fYsWM9j3/11Vd6+umnNXv2bNWpU0cvvPBC+UnlJYTe+EdvfKMvvtGXwnH/VbRr1656+umnPY9HR0drx44devXVV/XJJ5/o6NGj9hVpA/riH73x5q8f2dnZ2r9/v2bOnKlZs2YF1cgU33/9q1C9sTHEBbX77rvPOBwOr8fmzp1rWrVqZb799ltjjDHr1683ISEh5sYbbywXqbyk0Bv/6I1v9MU3+nJmGRkZpkOHDmbixIlej8+ZM8e0atXK/Pbbb+bXX381nTt3Nm+88UbQjDLQF//ojbdjx46ZNm3a+OxHy5YtzcqVK83OnTtNp06dzOTJk82hQ4dsqrRs8f3Xv4rUG4KUjS6++GJzzTXXGGOM+e6770zLli3NggULjDHGbN682bRp08Y888wz5r777jO33XabWb16tZ3llil641+nTp3ojQ98ZnyjLwX77rvvjMPhMIsWLfI85v6BPn/+fGOMMenp6aZ69eqmWbNm5u233zapqak2VVt26It/9MZbcnKycTgc5qOPPvI8NnfuXNOyZUtPPzIyMkytWrVMkyZNzEsvvWT+/PNPu8otU3z/9a+i9IYgVUb8JekuXbqYdu3amdatW5vFixcbY4zZvn27ad68uZkwYYIxxhin02muvvpqc8cdd5RZvXZxOp2edXrj/bnJe3w5vTmFz4xv9KXwZsyYYWJiYszSpUvNkiVLTMuWLc13331njDFm69atpnnz5ua1114zCxYsMN26dTPTp083ubm5AfsX0pJCX/yjNxb3+5k7d66pUaOG+fTTT82SJUtMq1at8vXj9ddfNytXrjTdunUzkyZNMtnZ2XaWXqqysrI863z/9eZyuTzrFaE3BKkykPcb59SpU82hQ4e8Huvfv79p166dMcaYvXv3mmbNmpnnn3/e67n33XefadGihUlPTy/Dyu2R9z9ZMPcm72fkX//6lxk/frzX9mDtzem/iJx+n774Fqx9KUjens2YMcNUr17d1KlTxyxfvtwYY8y2bdtM8+bNzXPPPefZ74033jDnn3++2bFjR5nXW1boi3/0xltubq7Jyckxxhgzb948ExMTY2rWrFlgPz755BNTv359s27dOltqLg38XCqc1NRUc/LkSa/HyntvCFKlLO9/pn/84x+matWqZvfu3cYY78DQtm1b07FjR9OqVSvz0ksveT1/+fLlpmfPnua3334ru8LL2BtvvGHeeecdz/28f81p06ZN0PUm7+dm2LBhxuFwmHPOOcfz2XEL5s/Nyy+/bB566CFz1113mT179nhtC+a+/Pvf/zZPP/20ufvuu83GjRu9tgVzX/LK+/8rJyfHc//zzz83VatWNevWrTOpqammefPmXud9ZGRkmHHjxpkaNWrk+8xVNHl7FMx98fUHCpfLxWcmj7xhasmSJSY6OtosWLDA04+8ISotLc1MnDjRVKtWzezatcuukkvNpEmTzN13323uuOMOfl7nsWvXLjNkyBCTmJhounXrZv744w+v7eW5NwSpMjJ8+HBTo0YNs2HDBp/bc3JyTNeuXU3z5s09j+Ud9j5y5Eip12iXzMxM85e//MVMmTLF5/acnBxzySWXBGVvHnzwQRMbG2sOHjxoHn30UfPuu+8aY4znLzrB+rkZNWqUqVOnjhk1apTp27ev6dixo0lLS/P8cSJY+/Lkk0+aevXqmTvuuMMkJSWZypUrm7Vr13q2B2tfjPH+hXjfvn0mJyfHc/hjVlaWZ/v06dONw+EwtWrVMm+++abX1zh48KB5+OGHzcqVK8usbjvl7Vkw9iXv+//5559NcnKy2bt3rzGGz8ysWbO8gkLeMPXFF18Yh8NhqlWrZt566y2v56WlpZmxY8eaVatWlWm9ZeGRRx4xsbGxZvjw4aZr166mXr165sCBA57twfz9d/DgwaZXr15m9uzZ5vbbbzetW7c26enpFeJnNkGqDPz4448mLi7OLFy40BhjnVQ3efJkM2nSJK9vRL///rtp3bq1+e9//+t5rKIdT+3Piy++aPr27Wv2799vVq5cacaMGWPmz59vNm3aZIyxetOqVaug6s3IkSNNRESEWb9+vTHGmEcffdTceOONnu3ub0DB9rnZv3+/6datm9m8ebMxxpiNGzeapKSkfEP+wdiXK664wuuE3Ntuu8106tTJZGRkeB4Ltr6c7rHHHjNJSUnm+uuvN/fee6/ne0zeIwTeeOMNU7VqVc8vzXl/oOc996wimTZtmpk6dWq+x/N+NoKxL8ZYf9CqVauWadGihalbt675/fffjTHe7z/YepOYmGiSkpLMvn37PI/lDVOfffaZqVatmlmzZo0xxngeN8b7/1pFkZ6ebrp3725+/PFHY4z1/fiqq64yL7zwgjHm1B8/g/H775EjR0z79u09oXL79u2me/fuXj+XjCm/veE6UmWgcePGatu2rf744w/9+OOP6tOnj77++mt9+umnatasmb777jtJUnx8vNq3b68VK1Z4nutwOOwqu0w1adJEmzdv1vz58zVx4kR9//33Gj58uCZPnqzff/9d559/vjp27Bg0vTlx4oRiYmK0du1aNW3aVJL06KOPavfu3Vq4cKEkKSwsTJLUoEEDdejQIWh6ExYWpv3792v9+vWSpBo1aiglJUUPPvigunTpovnz5ys3N1cNGjQIqv9Pubm5WrNmjbZs2eJ5bMiQIXK5XNq4caNnn2D7vOS1fPlyvfnmm5o4caKGDx+uJk2aKCkpScuXL1dYWJhyc3MlSbfeeqv++te/6plnnpHT6VRIyKkflZUqVbKr/FKVnp6uYcOG6a233vJ63OFweK7hEox9mTNnjt599119//33eu+993T11Vfrzjvv1NGjRxUaGhp0vXH/H6lfv75WrFih3r1768CBA5Ksz0pISIiMMerTp48GDx6sf/3rXzpx4oTX9xj3z66KJDs7W1u2bNGePXskSbVr11bDhg09P68jIiIkBd/Pa7dDhw5pzZo1kqS4uDitWLFC9957r2644QalpKRIkurVq1cuf2YTpMpAnTp19Pzzz+vBBx9U3759NXPmTH3zzTf68ccfdc8996hv377auXOnqlevrr59++qTTz7R/v377S67TF1xxRXKzs7Wa6+9pptvvlnff/+9Jk2apO3bt2vBggUKDw/XtddeGzS9qVy5skaPHq3zzz9fubm5ys3NVWRkpNq0aaPff/9dkvUDzRijKlWqBNXnpmbNmho+fLhefPFFPfzww0pMTNQll1yiG264Qd27d9cNN9ygBQsWqEqVKurTp0/Q9CUuLk7XXHONUlJStHPnTknSzp07tXLlSr3//vuSpJCQkKD7vOSVm5ur2NhYtWrVSl27dtWIESP0+OOP64YbbtDChQsVEhKi3NxcVapUSZ07d9b333+vnJyccvHD/GxFR0erQ4cOuuuuu/Tiiy96bXO//2Dsy8GDB9W+fXu1bNlSLVq00G233San0+m5sGyw9cYdEGvVqqV58+apbt26uuyyyzxhSrJ6Ehoaqk6dOmnhwoU6fvx4he2HW0xMjJ544gmde+65XuF69+7dOn78uLKysiQp6H4uSVZv/vvf/youLk7GGM2ePVsdO3ZUw4YNFRERofbt22vDhg2Kjo4unz+b7BwOCzazZs0y9erVMytWrPAa5r744ovNo48+anJzc82SJUtMx44dg+aCdcZYQ7eZmZmme/fu5rLLLvPaNm7cOHPOOeeYI0eOmJ9//jnoenO6r776ysTExHiOL3cPe//4449B1ZuMjAzz4Ycfmrvuusu0b9/ea9ugQYNMYmKicTqdZunSpUHVl9WrV5vLL7/c9OvXz9xxxx3m0ksvNbfeeqvp16+fyc7O9kysEGyfF7c//vjDVK1a1cyYMcPr8WnTppnatWubZcuWeR7LysoyDRs2NN98801Zl1mm3N9Dxo4da2bMmGG++eYbExISYl588UWf+7lcrqDoi9uSJUtM3759zeHDhz2PtWnTxnPIVt4pzbOyskyDBg2CojerVq0yaWlpxhhjevToYZo1a2b2799vjPE+jO/CCy80n332mR0lljl3P9zWrFljqlWr5pmdMCsry6xatcosX7486L7/FnSo68CBA81NN91ksrOzy+XvwASpMnT06FEze/Zsr8dcLpe56qqrzP/93/95Hjt9NpNg8e6775rq1aubr7/+2vPYwoULTZcuXTxXhg/W3uQ1cuRI88gjj+Q7JygYe7Nu3TrToEED88svvxhjjDlx4oS58847Tc+ePT37BFtfNm3aZJ5//nlzyy23mJSUFLNs2TJTo0aNfBczDJa+nH5S/P/93/+Zyy+/3OtiqsYYM2HCBFOvXj3PzGpHjhwxPXr0MNu2bSvTesvK6X3Zt2+f2b59uzHGmC+//NKEhISYf/3rX17PycnJqfB9Mca7N4cOHTI//PCDMebUL4O33367efLJJ/M97/DhwxW+N3nlDUw9e/b0ClPZ2dnm2LFjpm/fvp7zWYNF3mDdtm1bz/+revXqmZtvvtkYEzzff0/n65yn5557zjz44IOe++WtNwQpm6xbt86kpKSYPXv2mPbt25tXX33V7pJsl5qaau666y7Ts2dPM336dJOcnGzatGnjNcECjPnggw/MFVdc4ZkKNO8Ps2Bz8uRJc+edd5oHH3zQfPLJJ+arr74ycXFx5r777rO7NNvl/YF10003mffee88YE3yfl9NPil+5cqW54447zJ133ml+/vlnY4z1S19GRoZJSkryTApkjDWjaEXla7IAY059br766isTEhKSbypiYyp2X4w51Rt3KHBz/9956aWXTN++fY0x1h9vLr30UpOcnGyMqfi9OV3e7ye9e/c2zZo185rmvSJOtFEU3bp1M2+99Zbp0KGD6d27t+fx8jCJQmlauHCh+fDDD83atWtN+/btzeOPP253ScXGOVI2OHDggMaNG6cBAwboiiuuUHx8vO699167y7JdjRo1NHbsWF111VV6/PHH9fTTT6t9+/ae8zvM/447DnY33HCDsrOz9cEHH0iS10nNwSYiIkIjR47UgQMHdNttt2nEiBG64oor9Morr0jiM+OWnZ2ttWvXSgqez8vpJ8X36tVLBw4cUNu2bTV48GCFhYVpypQp+vzzzxUaGqqqVatq48aN2rx5s+drVK5c2a7yS01BkwXk3eeaa67R7NmzNWLECD377LOSTp0PVBH7IuXvTc+ePb164/6/U7lyZaWlpcnpdCopKUkul0sdOnTwbAsm7vMKJenrr79WZGSkXn75Zc/2ijTRRlEYa6BCLpdLQ4YMUXx8vL7++mtJ1uesop8zVpCTJ09qx44duu+++3T//ferSZMmeuaZZ+wuq9gcht80bJGamqrt27crIyND3bp1k2T95wqWX3LOJDU1VZUrV1ZkZKQkeuNmjAnqb8D+ZGRkaMuWLTp58qQuvvhiSXxmpFOfl2DuxT333KO//e1vmjBhgrZt26YlS5bonHPO0cqVK/Xtt9/qpZdeUrt27bRlyxZFRUVpzpw5qlu3rt1ll7q8fdmxY4d++OEH1a5dW9KpXwJDQkL0ySef6Msvv9R//vMfmysuO/564/7/lJycrCFDhig1NVXnn3++Z+bdYP5/FszvvSAvvfSS1q5dqzfffFMSfcrrzz//VHh4uGJiYiSV394QpAJEef0AlQXCg7e8/aA3vtEX34KxL6tXr1ajRo0UHR2tnj17ateuXVq0aJEnNGzatElz586V0+nUoEGDVLduXYWGhtpcdek7vS979uzR999/7zNMuQXL5+dMvdm+fbvOO+889evXT5999pkkfoZL/Gzy5cSJE55RSj4j/pXnzwtBCgBQoeX9BaZXr176448/vMJUsDq9L7t37/YKDMGsoN5kZmbqhx9+0NVXX51vX8CX8hwUUDCCFACgwsv7y+6VV16pP/74Q999911QHMZXEPriX2F6Q4gCghv/+wEAFd6ZTooPVvTFP1+9eemll/LtAyB4MSIFAAgajCD4Rl/8ozcA/OE7AwAgaISEhHhNi8/fEi30xT96A8AfRqQAAAAAoIgYkQIAAACAIiJIAQAAAEAREaQAAAAAoIgIUgAAAABQRAQpAAB8WL58uY4fP57v8ezsbJ08edKGigAAgYQgBQCo8EJDQ9WsWTO1bNky361KlSp699138z1n0KBBnsc3btzouRjrX//6V73//vtlWj8AIPAQpAAAFV54eLiWLFmilJSUfLfExERFR0d77b9o0SJlZWVp8ODBkqRPPvlECxYskCT16dNH8+bNK/P3AAAILAQpAECFFxERUeD28PBwr/vPPPOMhg0bpvDwcOXm5urf//637rvvPklS//79NWfOHO3bt6/U6gUABD6CFACgwnM4HIXe99tvv9V3332nhIQESdLMmTMVHR2tK6+8UpJUs2ZN3XvvvXrsscdKpVYAQPkQZncBAACUhUsvvVShoaH5Ht++fbtnPSMjQ/fee69iY2MlSX/88YdGjBih2bNnez3n//7v/9S0aVN9/PHH+utf/1q6hQMAAhJBCgBQ4blcLi1ZskS1atXKt+2yyy7zrH/wwQdKSkpSamqqDh48qB49eqhRo0a66qqrVKlSJa/ntW3bVn//+991ySWX6Nxzzy3ttwAACDAc2gcAqNCys7OVmZlZqH2HDBmi6dOnS5JiYmL00EMPadmyZVq6dKliYmJ06NAhHTp0SD169NDf/vY3rVmzhhAFAEGKESkAQIV2+PBhSVLHjh19bt+/f7/XfffEE2FhYbrrrrskSampqapTp45nH5fLpSpVqqhhw4alUDEAoDwgSAEAKrRff/1VCQkJ2rFjh8/teQ/t82fp0qVeQezkyZOqXLlyCVUIACiPOLQPAFChvfvuu+rdu3eRnmOM8ayfOHFC//nPfzRgwADPY+np6apatWqJ1QgAKH8YkQIAVFi//fabPvroI61YsSLftq1btyozM1O7du3Kd52prKwsZWdnKz09XQMHDlT79u2VlJSkLVu2aNeuXUpJSVHdunXL6m0AAAIQI1IAgAopNzdX9957rx544AG1adMm3/ZXX31VHTt2VJ06ddS+fXuvbVlZWXK5XJo+fbpCQ0M1Y8YMSdKcOXN033336e6771azZs3K4m0AAAKUw+Q9fgEAgArk5MmTqlSpkkJC8v/dMDs7W6GhoWe8WG9ubq7P5wMAghtBCgAAAACKiD+xAQAAAEAREaQAAAAAoIgIUgAAAABQRAQpAAAAACgighQAAAAAFBFBCgAAAACKiCAFAAAAAEVEkAIAAACAIvp/0J+9wuswmg8AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams['font.sans-serif'] = ['SimHei']\t# 显示中文\n",
    "plt.rcParams['axes.unicode_minus'] = False\t\t# 显示负号\n",
    "from scipy.interpolate import make_interp_spline\n",
    "\n",
    "labels = data1['月份']\n",
    "y_values = data1['销量']  \n",
    "\n",
    "# 映射文字标签到数值坐标（在这个例子中，我们简单地使用它们的索引作为坐标）\n",
    "x_positions = range(len(labels))\n",
    "x_values = np.array(x_positions)\n",
    "\n",
    "# 对x和y数据进行插值以生成平滑曲线（这里只对y数据进行插值，因为x已经是数值坐标了）\n",
    "x_new = np.linspace(x_values.min(), x_values.max(), 300)  # 生成新的x值用于绘制平滑曲线\n",
    "y_smooth = make_interp_spline(x_values, y_values, k=3)(x_new)  # 使用三次插值\n",
    "\n",
    "# 设置图形属性\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.title('平滑折线图）')\n",
    "plt.xlabel('月份')\n",
    "plt.ylabel('销量')\n",
    "plt.grid(True)\n",
    "plt.xticks(x_values, labels, rotation=45)  # 设置x轴刻度标签为文字标签，并旋转45度以便更好地显示\n",
    "\n",
    "# 绘制平滑折线图\n",
    "plt.plot(x_new, y_smooth, label='平滑折线', color='blue')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2e4f51bc-c996-44d7-8cc0-c324c475bc2f",
   "metadata": {},
   "source": [
    "## 13对比折线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d8840255-8595-4663-812f-136b0904d6c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "data2=pd.read_excel('第二章 图表(前15).xlsx',sheet_name='13 对比折线图',usecols=\"B,C,D\",skiprows=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "568a8b8f-1db4-400a-8f17-8e5a9b417cda",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels = data2['月份']\n",
    "data1 = data2['2021年']\n",
    "data2 = data2['2022年']\n",
    "\n",
    "# 映射文字标签到数值坐标（在这个例子中，我们简单地使用它们的索引作为坐标）\n",
    "x_positions = range(len(labels))\n",
    "x_values = np.array(x_positions)\n",
    "\n",
    "# 设置图形属性\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.title('对比折线图示例（文字x轴）')\n",
    "plt.xlabel('月份')\n",
    "plt.ylabel('数值')\n",
    "plt.grid(True)\n",
    "plt.xticks(x_values, labels, rotation=45)  # 设置x轴刻度标签为文字标签，并旋转45度以便更好地显示\n",
    "\n",
    "# 绘制对比折线图\n",
    "plt.plot(x_values, data1, label='数据组1', color='blue', marker='o')\n",
    "plt.plot(x_values, data2, label='数据组2', color='red', marker='x')\n",
    "\n",
    "# 添加图例\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "00fac287-a177-4bf5-b2f4-0931ca3e251c",
   "metadata": {},
   "source": [
    "## 19南丁格尔圆饼图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "024f68ed-e92b-4daa-a0e9-fc23943d6e4b",
   "metadata": {},
   "outputs": [],
   "source": [
    "data3=pd.read_excel('第二章 图表(后15).xlsx',sheet_name='19 南丁格尔圆饼图',usecols=\"B,D\",skiprows=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "92fc8b80-261b-48f9-8c2d-b6c3f87754f7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.292, 0.227, 0.175, 0.136, 0.103, 0.067])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data3['占位1'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9be280cd-4958-489b-a9d0-4479cf2b4cd8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels = data3['部门']  # 类别标签\n",
    "sizes = [0.292, 0.227, 0.175, 0.136, 0.103, 0.067]         # 每个类别的占比（百分比）\n",
    "colors = ['gold', 'yellowgreen', 'lightcoral', 'lightskyblue', 'lightgreen', 'purple']  # 每个类别的颜色\n",
    "\n",
    "# 设置图形属性\n",
    "plt.figure(figsize=(10, 10))  # 调整图形大小以适应更多标签\n",
    "\n",
    "# 绘制圆饼图\n",
    "plt.pie(sizes, labels=labels, colors=colors,\n",
    "        autopct='%1.1f%%', shadow=True, startangle=90)\n",
    "\n",
    "# 确保饼图是圆形的\n",
    "plt.axis('equal')\n",
    "\n",
    "# 如果标签重叠，可以尝试调整标签的字体大小或旋转角度\n",
    "# 例如，减小字体大小：\n",
    "plt.rcParams['font.size'] = 10 \n",
    "# 或者旋转标签：\n",
    "# plt.xticks(rotation=45)  # 注意：对于圆饼图，这通常不是必要的，因为标签是围绕饼图显示的\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4686c6b5-8ca0-466e-87c9-8a172d002346",
   "metadata": {},
   "source": [
    "## 20南丁格尔"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "343dc6a7-1693-4890-a601-0304e99aebcc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "categories = data3['部门']\n",
    "angles = np.linspace(0, 2 * np.pi, len(categories), endpoint=False).tolist()\n",
    "# 每个类别的值（这些值将决定饼图中每个扇区的半径）\n",
    "values = [0.292, 0.227, 0.175, 0.136, 0.103, 0.067]\n",
    "# 为了使饼图闭合，我们将第一个值添加到列表末尾\n",
    "angles += angles[:1]\n",
    "values += values[:1]\n",
    "\n",
    "# 设置图形属性\n",
    "fig, ax = plt.subplots(figsize=(10, 10), subplot_kw=dict(polar=True))\n",
    "ax.set_theta_offset(np.pi / 2)\n",
    "ax.set_theta_direction(-1)\n",
    "ax.set_rlabel_position(0)\n",
    "plt.xticks(angles[:-1], categories)  # 设置x轴刻度标签为类别名称\n",
    "ax.set_ylim(0, max(values) * 1.1)  # 设置y轴（半径）的范围\n",
    "\n",
    "# 绘制南丁格尔圆饼图\n",
    "ind = np.arange(len(angles))  # 角度的索引\n",
    "width = 2 * np.pi / len(angles)  # 每个扇区的宽度（这里使用等宽扇区）\n",
    "bars = ax.bar(ind, values, width=width, bottom=0.0)  # 绘制条形图（在极坐标系下即为饼图）\n",
    "\n",
    "# 为每个扇区添加文本标签（显示值）\n",
    "for r, bar in zip(values, bars):\n",
    "    height = r\n",
    "    ax.text(bar.get_x() + bar.get_width() / 2., height, f'{r}',\n",
    "            horizontalalignment='center', verticalalignment='center')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d944d78f-c982-48e7-b230-bcfcc6476c2a",
   "metadata": {},
   "source": [
    "## 23柱形折线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "f03caf90-5d08-4244-aa83-24d5e4e15485",
   "metadata": {},
   "outputs": [],
   "source": [
    "data4=pd.read_excel('第二章 图表(后15).xlsx',sheet_name='23 柱形折线图',usecols=\"B,C,D\",skiprows=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "24352583-b88a-473e-8736-48e780019b17",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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JfcK0dad1vM/n5fChfOK3Z2Cz2U/7ehNHdzvt95imycSJE7nuuuuw2+2Ypsktt9zCkCFDGD9+POHh4URHRzNz5kwefvhh0tLSCA0NZdu2bXzxxRcMGTKE3/zmNwB06dKF9957j/feew+ouP3yxhtvZPjw4f7rRUZGYprmCZ/BCwsLO+mSCz6fD4fDQUpKCmFhYaf9eUVEREREAkmwrEEdlAVfIHjiiSfIzMzk5Zdf5sUXX+SJJ55g4sSJXHjhhdx0003YbDbcbjePP/44TzzxhL8Yu//+++nQoQOvvPKK/1zt2rVj6dKlxMXFAeB2u2nUqFGV63m9Xm644QaGDRt2TBav18sll1xSi59WRERERESsoILPAsuWLeO1115j6dKldO/e3b/f6/Uyd+5cnE4nAGVlZfztb39j4MCBAHzwwQd89913eL1err766irn/OUvf4ndbqewsJCuXbsyY8aMKuPDhw9n3bp1x+yv9Oijj9bgJxQRERERkfpABZ8F+vbty//93/8xcuRI7HY7paWlfP/99+zfv5/LLruMvn370qdPH66//nr27NlDjx49+Otf/8r48eN59NFHmT59OsuXL/efzzAMFi5cSGJi4jHX+tOf/sTkyZOJiYkhMjLyhJm8Xi89e/akU6dOfPjhh7XyuUVEREREpG6p4LPIjTfeSNOmTXnuuef44osvcDqd5OTk0KlTJ+bMmeM/7s033+THH3+kWbNmfPjhh7jdbp555hlatmxZ5Xy9evXCZrPh9Xrp1q0bX331FVBx6+gTTzzBJ598wr59+06a6de//vVJi0IREREREQksKvgsMnPmTFasWMHBgwf59NNPSUlJIT4+nrVr19K1a1f/cTk5OVx66aXY7XYuu+wyPvvsM1q0aFHlGb7LL7+c559/npiYGEzTxO12s2jRIgYMGOA/5rXXXqN///70798fgN/+9rc8/PDDNG3aFIAxY8Zw/fXXq+ATEREREQkiKvgssmfPHvbv309JSQnbtm3DMAzi4+Pp3r07ixcv9h/35ptvVnkdExNDhw4d2L17t3/f22+/TX5+Pvn5+fh8PoqLiykvL69yPZvNxueff87ChQsByMrK4p133iE8PBwAj8cTNJ2IRERERESkggo+i9x5553MmzePzMxMHnroIcLCwli9evUJZ/gqpaens3HjxpMuFD9+/HiuvfbaKvt69OhBx44d/ev5ZWZm0q9fPxISEgD8s4MiIiIiIhI8LC/4fvnOUkZ2b8x1fZqzeX8Bj3y8hu3ZRYzrl8qEyztiGAbAcccqlZV72ZVfgNvjIz4yFDABw5oPdJoKCwsZMWIEv/vd70hKSjpmhu+NN95gyZIl/tcej4cBAwbw7rvvHvd8N998M4WFhVX2bd++nYULF1ZZZ6+wsJClS5f6Z/jKy8tZsGDBMd0/RUREREQkcFla8H22ag8L0rMY2b0xZR4vt763jIvaJ/GP63vy1PQNTF2xmzF9mp9w7MquSZimyZ6cEmKiI0iNj2BvbimPDOt4pPCrHrfbzdq1a+nevfNJFx+vaTt27GDJkiXcfvvtDBw4kA0bNlQZLy8vZ9euXf6iFyoWQD+Vnx4P0KRJE6ZPn06jRo38t22ec845/O9//6Njx4rCubi4GLv99BedFxERERGR+suygi+32M1fvtxI66SKJiHzNmdRUOrh8Ss6Ex5q55FhHXni8/WM6dP8hGNXdk2i1OMjBJMmrnBsNoOUmDD25pactODz+XxVbl/0er21/nmPJyEhgd/97nc899xzAJSUlFQZf+yxx3j11Vd5/fXX/fvy8vKYNm0aixYtOu45Dx48yEMPPeR/vXLlSm677Taio6OrFIJ79+7l5ptvJiwszL+vtLSUK664gscff7xGPp+IiIiIiFjLMC16cOvhqWtwOmyUlvs4t3U8e3JLWL0rl3d/3Q8A0zQ550+zWfPkUF6ak37csSW/u4g1G9NJSGlG28bx/rG0ffl0aeI64bX37t3L3r17j9nfvXv3Op3hO5Xi4mIcDkeVTKWlpfh8PiIiIuo0S2lpKdu2baNVq1ZVikQRERERkWCye/dumjdvzq5du2jWrJnVcc6aJTN8P2zJ5ofMbL757UU8NT0NgMJSD83jjhYxhmFgtxnkFZefcKygpBzThJCfdJc0DAMDA4/Xh8N+/K6TKSkpJCcn+1+73e5jbqesD45X1KnYEhERERGR6qrzgq+03MsfPl3PX0Z1JTosxL/fbjcIpWqB5nTYKCn3nnCs1FPxPNvPHlnDMOBk85Y/X35Az66JiIiIiEgwqvOC7x/fZtC9mYtLOiZX2R8bHkr6gYIq+wrLPITYjROOOWwGNgO8vqrVnc80jykCRURE5CjT66V4+Qo8WVk4kpKI6NMbQ78AFREJOnVe8H2+ei+Hi9x0e+oboGLG78t1e2kWF4HHe7QD5a7Dxbg9PmIjQunRzMXkZTuPGYsJDyHUbqO0/GjTFbfHi2mC3aaKT0RE5HjyZ83iwLMT8ezf79/nSEkh+bEJxAwdamEyERGpaXVe8E298zw83qMzcs9+tZGeqbFc27s5l744n09W7Oaa3s14Y/4WBrRNxG4z6NcqnoJSz3HHQh02vCbkFLmJiwzlYEEZUU7HMUsTiIiISEWxt2f8A8c8++A5cKBi/8svqegTEQkidV7wNXaFV3kdEeogLiKU+MhQnh3djfGTVjFx5ka8PpPJd5xXEdJuO+GYYRgkxzjZk1vCvrxSwKR1UlRdfywREZF6z/R6OfDsxOM/6G6aYBgceHYi0YMH6/ZOEZEgYenC6wAvjOnh/+dhXVKY9/Ag1u7OpXeLOBKinCcdKy0tBSA6LITYqFCKy71EhtpP2J3zREyvF1vaRgp27yGsceM6eY7huuuu4+OPP67WsePHj+ell17i6aefJi0tjcmTJ/vHdu3aRWpqKgUFBURFqdAVEZETK16+osptnMcwTTz791O8fAWR/fvVXTAREak1lhd8P5fiCiPFlXLaYyEOGy7H6RV6UHFry/5nniX8wAEOHtlXF88xhISE8Ic//IE//vGPJz3ut7/9LdHR0QCEh4cfsyyD0+n0n69SXl4eLteJ1yEUEZGGyZOVVaPHiYhI/VfvCr66ZOVzDDabDYej4llDu92Ow1H1X4XX68Xj8WC32/3LRthstmOeTaxclL3ymCVLlnDttdfy7LPP8otf/KJWsouISGByJCXV6HEiwWLCtHVWRxBg4uhuVkcISqc/JVaPmaaJr7i4Wpu3oIADf3nmxM8xYHLgmWfxFhRU63zmyRb+O4mJEyfidDpxOBxVttDQUCZOnHjC9/l8PkpLS/3Xzc7O5oEHHmDw4MH84he/YNSoUWeUR0REgldEn944UlKOXcC2kmHgSEkhok/vug0mIiK1Jqhm+MySEjb3qqFvUmbFTF963+o9w9Bh5QqMiIjTvsxTTz3FU089dcLxe++9t8rr9957j/fee8//etWqVQB07tyZUaNGkZaWRmpq6mnnEBGR4GfY7SQ/NoE9948/4THJj01QwxYRkSASVDN8geq5556jbdu2Vba33nrruMfedNNNlJSUUFBQQFZWFs2bNwdg5cqV/Pvf/1axJyIiJxUzdCihrVsfd6zxc89pSQYRkSATVDN8Rng4HVauqNaxxcuXs+s3d5zyuOb/fIuIPn2qde0zVVBQwLhx4/jLX/4CwAMPPIDX6z3usXa73d+4JSoqitzcXACaNWt2xtcXEZGGo3RzOu6tW8Fmo8mLL4KnnIMv/h+evXvxFRZYHU9EJCB5cnJwb9tOaKuWOOLirI5TRXAVfIZR7dsqIy+4AEdKCp4DB47/HJ9h4EhOJvKCC2r91hbTNI9pxlJeXl6r1xQRkYYpd/IkAKKHDMF12TAAvIdzOPDss+ROnkLcDTcc8z1JREROLO/LL9n/9J8IadoU97ZtNH7mL7iuuIL9f/4LOf/7n/+4kNRU2s76ps7zNdhbOiufY6h48bNvbEde19VzDKWlpbz44oskJiaSmJjIW2+9RX5+/knf4/V6efvtt8lS62wREakmX1EReZ9PByBu3Fj/ftdVV2I4nZSlp1OyerVF6UREAo83P58Df3mGFv/9gNafTqPx009x8IUXACjdsIHmb71J+6VLaL90Ca2mTbMkY4Mt+KDiOYamL7+EvVGjKvsdyck0rcUlGX7uxRdfpLi4mOzsbLKzsykpKeHxxx8/4fGff/45PXv25Nlnn6Wg4Njbbz777DP+/ve/12ZkEREJQHkzvsRXVERoixZEnHuuf7/d5SJm+HAAcidNtiqeiEjA8RUVkfzYBMLatwfA2bEjvrx8TI+HsowMIvr0wR4TU7FFRVqSsUEXfFBR9LX4eiYljz1Go+eeI/W992g7d06tF3sej+ek4263m1mzZrF69Wpstop/TcuWLeO///0v9913H/fccw/p6em0a9cOgK1btwIVyzW89957zJ8/v1bzi4hIYDFNk5xJFbdzxo4bh2Gr+iNA3NgxAOR//TXevLw6zyciUt8UFBSQn5/v38rKyo45JqRxY1wjRwJglpdz+J13iL70Uko3bwbTZOuo0WzqcQ47b7ud8r176/ojACr4gIrbO32dOxE9/HIi+/erk9s4K5utnEhoaCj33Xcfu3fv5pJLLgHgqquu4rHHHiM9PZ077riDkJAQoqOjueKKK+jWrZt//b4lS5bwxBNP1PpnEBGRwFG6di1lGzdihIbiuvqqY8bDevTA2aEDZlkZeZ9/bkFCEZH6pXPnzrhcLv92sjWySzdtIn3AhRR+/wPJj03AvXUroe3a0vSF52n95QwMh4N9Tz5Vd+F/IqiatgSSr7/++pTHpKWlYf9J8XnDDTcc97gZM2bUWC4REQlOOR9VzO7FXH75cTvIGYZB3Lix7H/6T+RMmkzcL36h5i0i0qClpaXRtGlT/2un03nCY50dOtDiP+9w4G9/Z+9jj9H81Vf9M38AKY//kcxLh+ItLMQeFVWruX9OM3z1mF0L34qISA3w5uaSP3MmAHHXjzvhcTEjR2JERODeupWS5cvrKp6ISL0UHR1NTEyMfztZwWcYBmGdO9Nk4rMUzv32mFvjbTEx4PPhOVj3DRdV8ImIiAS53M8+wywrw9mxI2E9epzwOHtUFK4rKpq35EyeUlfxREQCVtHixRz420+aJR6ZsMl+/XX/L9oAStetA5uNkMYpdR0xOAo+83jr6EmN0tdYRCQwmabp77wZN27cKW/TjB1TsVxDwTff4MnJqfV8IiKBLLRVa3InTyZn8hTK9+0j64UXibzgApydOnHwpZcoXraMosWL2f+XZ3CNuhpbeHidZwzogi8kJASA4uJii5MEP7fbDeg2UxGRQFO8ZAnu7duxRUYSM2LEKY8P79aVsC5dMMvLyZv2aR0kFBEJXCHJjWj60kscfv99to4Yia+0lCZ/+yuxV19NzNBh7LrnXvZOeIzICy4g5Q9/sCRjQDdtsdvtxMbGcvDgQQAiIiLO6AHzymKmtLQUn89XoxmDgc/nIysri4iICByOgP5PRkSkwfE3a7lyZLXXgIodO4b9TzxJ7pQpxP/65mOWcBARkaOiLhxA1IXHNlFs9NCDNHroQQsSVRXwP72npFTcB1tZ9J0Jj8dDdnY2TqdTBc0J2Gw2UlNT1bFNRCSAlB88SMHcuQDEjbu+2u9zXXEFB//6N9w7dlC8ZAmR551XWxFFRKSWBXx1YxgGjRs3plGjRpSXl5/ROfbv38+dd97JvHnz/AWkVBUaGupfAF5ERAJD3iefgMdDeK9ehHVoX+332SIjiblyJLkfTSJn8hQVfCIiASzgC75Kdrv9jJ8vczgc7NixA4fDQVhYWA0nExERqXum10vOlKkAxI0be9rvjxs7ltyPJlEwZw6e7GwciYk1HVFEROqApmxERESCUOH8+Xj27cMeG0v0sGGn/f6wjh0J69EdPB5y1bxFRCRgqeATEREJQjmTKpq1uK4Zje0kiwWfTNzYikXac6dMwVRTMxGRgKSCT0REJMi4d++maOEiAOLGjDnj88Rcfhm26GjKd++m6PsfaiqeiIjUIRV8IiIiQSZ38mQwTSIvuIDQFi3O+Dy28HBcV11Vcc4pk2sqnoiI1KGgadoiIiIi4HO7yf1kGgCxZ9Cs5efixo4h57//peDb7yg/cJCQ5EZnfc5AM2HaOqsjNHgTR3ezOoJIwNIMn4iISBApmDUb7+HDOJKTiR406KzP52zXjvDevcHrJfeTj2sgoYiI1CUVfCIiIkEkZ9JHAMRedx2Go2Zu5IkbW/EcYO7UjzG93ho5p4iI1A0VfCIiIkGiLCODkuUrwG4n9rpra+y80cOGYXe58OzbR+GCBTV2XhERqX0q+ERERIJEzqSKxirRlwwiJDm5xs5rczpxjRoFQO7kKTV2XhERqX0q+ERERIKAr6iIvM8/ByB23LgaP3/skeUdChcsoHzfvho/v4iI1A4VfCIiIkEg76uv8BUWEpKaSuR559X4+Z2tWxHRrx/4fOROVfMWEZFAoYJPREQkwJmmSe5HkwCIGzsWw1Y7397jjizzkPvxx5geT61cQ0REapYKPhERkQBXun49pWlpGKGhuEaPqrXrRA8Zgj0+Hs/BgxTOm1dr1xERkZqjgk9ERCTA5RyZ3Yu+bBiOuLhau44RGkrskYIyR81bREQCggo+ERGRAObNyyP/q68AiBt3fa1fr7J5S9GiRbh3767164mIyNlRwSciIhLA8j7/HLO0FGeHDoT3PKfWrxeamkrk+eeDaZI7ZWqtX09ERM6OCj4REZEAZZqmf+29uHFjMQyjTq4bO/ZI85Zp0zDd7jq5poiInBkVfCIiIgGqeMlS3Fu3YouIIGbklXV23ehLBmFPSsSbnU3Bt9/W2XVFROT0qeATEREJUDmTK5q1xFw5EntUZJ1d1wgJIfaaa45kmFxn1xURkdOngk9ERCQAebKyKJg9B4C4cePq/Ppx110HhkHxj4txb99e59cXEZHqUcEnIiISgHI/+QQ8HsLPOYewjh3r/PohTZsSeeEAAHLUvEVEpN5SwSciIhJgTK+XnCkV6+DFXV/3s3uVKmcW8z79FJ+at4iI1Esq+ERERAJM4YIFePbuw+5yEX3ZZZbliLroIhzJyXhzciiYNduyHCIicmIq+ERERAJMzqSKZi2u0aOxOZ2W5TAcDmKvvRaAXDVvERGplywt+HKK3KzYcZjDRboNREREpDrcu/dQtGAhAHFjx1icBmKvuxZsNoqXLaNsyxar44iIyM84rLrw9DV7+eOn62gWF8HW7EL+dm0PruzRhCc/X897P+7wH9ciIYL5jwwCYPP+Ah75eA3bs4sY1y+VCZd39C8ye7IxERGRYJE7ZQqYJpHnn0doy5ZWxyEkJYWoiy+m8NtvyZ0yheQJE6yOJCIiP2HJDF9eSTlPTd/A1DvP56vxF/LsqG78deYmANbtyeM/N/dlzZNDWfPkUL68/0IAyjxebn1vGV2buvjivgFkHChg6ordpxwTEREJFqbbXdGdE4i1YCmGE6mcacz97HN8paUWpxERkZ+ypOArKvPwxIjOdEiJBqBT4xjySsrxeH2kHyikX6t4XOEhuMJDiHJWTELO25xFQamHx6/oTIuESB4Z1pEpy3adcux4ysrKyM/P928FBQW1/6FFRETOUsGcOXgPHcKRlET0oEFWx/GLHDCAkCZN8OXlkf/111bHERGRn7Ck4GsSG87VPZsCUO718faCrQzrksKm/QWYpsnwVxbS4Y8z+eU7S9mTWwLAxn359EyNJTzUDkCnxtFkHCw85djxTJw4EZfL5d86d+5cmx9XRESkRuR8VNGsJfa66zBCQixOc5RhtxM75joAcidPsTiNiIj8lKVNW9L25tPnL3NYkJHNEyM7k3mwkHbJ0bwyridzHhxIiM3gsWnrACgs9dA8LsL/XsMwsNsM8orLTzp2PBMmTCAvL8+/paWl1e4HFREROUtlmZkUL1sGNpu/uKpPXKNHg8NByapVlG5OtzqOiIgcYWnB16lxNP+7rT/tk6N4ZOoaru7ZlM/uuYAezWNpHh/B01d1YWFGFgWl5djtBqGOqnGdDhsl5d6Tjh2P0+kkJibGv0VHR9faZxQREakJOUdmzqIGDSIkJcXiNMcKadSI6EsuAbREg4hIfWJpwWcYBl2bunj+uh7M3njgmBm5mPAQfCYcLCgjNjz0mOUbCss8hNiNk46JiIgEOl9xMXmffQZAXD1q1vJzsUeat+RNn46vuNjiNCIiAhYVfD9kZvPsVxv9rx22isLs5bkZzFi7179/7a48bAY0cYXTo5mLVTtz/GO7Dhfj9viIjQg96ZiIiEigy585E19BASHNmxN5wflWxzmhyPPOI6R5c3yFheTPnGl1HBERwaKCr02jKD5cspMPl+xkb24Jz329iQvbJdGlSQzPf7OZJVsP8UNmNk9OX8+1vZsRHmqnX6t4Cko9fHJkuYU35m9hQNtE7DbjpGMiIiKBrrJZS9zYMRg2S2/OOSnjJ88X5kzSbZ0iIvWBJQuvJ8eE8dqNvfjzjDSe/WojF7VP5P/G9CAhyklmViG3v7+cKKeDoV1SePSyDhVB7TaeHd2N8ZNWMXHmRrw+k8l3nHfKMRERkUBWsm49pevXY4SEVDRGqediR48m65V/ULpuHaVpaYSpE7aIiKUsKfgABrZPYuCDA4/Z/7vLOvK7yzoe9z3DuqQw7+FBrN2dS+8WcSREOas1JiI1x/R6KV6+Ak9WFo6kJCL69Maw262OJRK0ciZXzO5FX3YZjvh4i9OcmiMhgZhLh5D/1UxyJk+h8dNPWR1JRKRBs6zgO1MprjBSXMfvTnayMRE5e/mzZnHg2Yl49u/373OkpJD82ARihg61MJlIcPLm55M/40sA4saNtThN9cWOGUv+VzPJ/+ILGj3yCPaoSKsjiYg0WPX3QQARqVfyZ81iz/gHqhR7AJ4DB9gz/gHyZ82yKJlI8Mr77HPM0lKc7doR3quX1XGqLaJ/P0JbtsRXXEz+jBlWxxERadBU8InIKZleLweenQimeZzBin0Hnp2I6T3+2pcicvpM0yTnyHp2sdePwzACpxGZYRjEjq2YkcyZMhnzeH93iIhInVDBJyKnVLx8xTEze1WYJp79+ylevqLuQokEueJly3Bv2YIREYHryiutjnPaXFdfhREaSlnaRkrXr7c6johIg6WCT0ROyZN1sJrHZdVyEpGGI3dSRbMW14gR2KOiLE5z+hxxcURfNgyAnCOfRURE6p4KPhE5IdM0KZw/n6zXXq/W8Y6kpFpOJNIweLKzyZ89BwisZi0/F3fkts78r2biLSiwOI2ISMOkgk9EjlFZ6G0fM5Zdd9xJ+bZtJ3+DYeBISSGiT++6CSgS5HI/mQbl5YT16B7Q69iF9+pFaNs2mCUl5E2fbnUcEZEGSQWfiPiZpknBvHlsv24Mu+64k9J16zDCw4m/9RYaP/MMGEbFduwbSX5sgtbjE6kBptdL7pFmLXHjrrc4zdkxDIO4seMAyJ2k5i0iIlYIuHX4RKTmVc7oZb/6mr+5ghEeTtwN15Nwyy04EhIAsEVHHbMOH1T8Fl/r8InUjKJFiyjfuxeby0XM5ZdZHeesua66koMvvEBZRgYlq1YT0aun1ZFERBoUFXwiDVh1C71KMUOHEj14cEXXzqwsfMVF7H/iSUpWraI0PZ2w9u2t+BgiQSXno4oGJ7FXX40tLMziNGfPHhNDzOWXk/fpp+ROnqyCT0SkjumWTpEGyDRNCr77ju3XjWH3nXdRun49Rng4CbfdSts5s0l+5JFjir1Kht1OZP9+uEZcQdyYMUQPHQqmSfarr9XxpxAJPuV79lA4fz6Afx27YBA3dgwA+V9/jTc319owIiINjAo+kQbEX+hdex2777q7aqE3dw6NHn74hIXeiSTddy8YBgWzZlG6cWMtJRdpGHKmTgXTJOLcc3G2bmV1nBoT1qMHzo4dMcvKyPv8c6vjiIg0KCr4RBoA0zQp+PYnhd6GDRgRESTcftvRQi8+/ozO7WzXjpjhwwHIeuUfNRlbpEEx3W5yP/4EgLhx4yxOU7MqmrdUzPLlTJ6i5i0iInVIBZ9IEPMXetdcy+67f1bozZlNo4ceOuNC76cS77kHbDYKv/uOkrVrayC5SMNTMHcu3uxs7EmJRA++xOo4NS5m5EiMiAjcW7dSsny51XFERBoMFXwiQeiYQi8trVYKvUrO1q1wXXkloFk+kTOVM6liKYbYa6/FCAmxOE3Ns0dF4briCuDoZxURkdqngk8kiFQUet8ep9C7veLWzRou9H4q8Z67weGgaNEiileurJVriASrsq1bKV6yBGw24saMsTpOralsRFMwaxaenByL04iINAwq+ESCQGWht+2aa9h99z3HKfQexBEXV6sZQps3J3bUKACyXn6lVq8lEmxyJlUsxRB18cWENG5scZraE961C2FdumCWl5M37VOr44iINAgq+EQCmGmaFMyd6y/0ytI2YouIIOE3v6mzQu+nEu+6EyMkhOIlSyhavLjOrisSyHwlJeR9VtG5Mm5c8CzFcCKxRz5jzpTJmD6fxWlERIKfCj6RAFSl0Lvn3iqFXpu5c2j04G/rtNCrFNKkCbHXXQdUzPKpE5/IqeV/NRNffj4hzZoROWCA1XFqnWv4cGyRkZTv2FlxG6uIiNQqh9UBRKT6TNOk8NtvyXr1NcqOrHlni4gg7qabiP/1zZYUeT+XcMcd5H7yCSWrVlG0aBFRF15odSSRWjVh2rqzev/lb/yHJGBxl4v492cbaiZUPde/6wV0WDKLBS/8kwU3RJ31+SaO7lYDqUREzpwnJwf3tu2EtmpZL34e+ynN8IkEANM0KZgzh22jj8zobTwyo3fHHZbO6B1PSHIj/xpimuUTObn4PVtJ2p2J125nS+9BVsepM+n9hgCQmraMsIJca8OIiJylvC+/ZMuwy9j/5z+TOegS8r78EoDS9HS2XXsdm/v158Df/m7Zz0Qq+ETqsSqF3r33HVvo/faBelPo/VTCb27HCA+ndP16Cr/7zuo4IvVWhyWzANjZ5VxKo1wWp6k7OY1bktW8HTafl7Yr9HeEiAQub34+B/7yDC3++wGtP51G46ef4uALL+Bzu9l9192EdelCq4+nUrYl07JmVSr4ROoh0+cjf/Zsto0aXbXQu7N+F3qVHAkJxN90I1CxLp8aM4gcK6S0mJZrvgdgc/+hFqepe+n9LgWg3bK5oL8jRKQeKigoID8/37+VlZUdc4yvqIjkxyYQ1r49AM6OHfHl5VO0YAHewkKSf/87QlNTafTb35L7ySd1/REAFXwi9Yq/0Bt9DXvuu5+yTZuwRUYeLfQeqN+F3k/F33ILtshIyjZtomDWbKvjiNQ7rVctIKS8jJxGzTnYsqPVcerc9m7n4Q6LIDrnIE0y11odR0TkGJ07d8blcvm3iRMnHnNMSOPGuEaOBMAsL+fwO+8QfemllG7aTHiP7tjCwwFwduhA2ZYtdZq/kpq2iNQDps9Hwdy5ZL/2OmWbNgFgi4wk7hc3Ef+rXwVMkfdTjrg44n/1S7Jff4OsV/9B9KVDMOx2q2OJ1A+m6b+dM73/pWAYFgeqe95QJ1t6DqTTjzNpv3Q2e9ufY3UkEZEq0tLSaNq0qf+10+k84bGlmzax41c3Y4SE0OarL8l+/Q1CmzXzjxuGgWGz4c3Lw+6q21v4NcMnYiHT5yN/1iy2jRpddUbvrjsr1tELoBm944m/+WZsMTG4M7eQ/9VMq+OI1BuNtm8i9uBuykOcbO15kdVxLFN5W2ezTSsIzz9scRoRkaqio6OJiYnxbycr+JwdOtDiP+/gbNuWvY89huGwY4SEVjnGcDrxlZbWduxjqOATsUCVQu/+8ZRt3ly10Bs/HntsrNUxz5o9JoaEX98MQParr2J6PNYGEqknKmf3tve4gPKwCIvTWCcvuRkHWnTE5vPRdvm3VscRETljhmEQ1rkzTSY+S+Hcb7G5XHhyqv4iy1dUhBESUufZVPCJ1CHT5yP/m1lsu3pUlUIv8e67gqrQ+6m4X/wSe2ws7h07yJv+hdVxRCwXVphH6obFQMNs1vJz6f0rZvnaL5uLoeYtIhJgihYv5sDf/n50x5HHV5ytW1OyZo1/t3v3Hky3u85v5wQVfCJ1okqhN348Zenp2KKi/IVe0v33B12hV8keFUnC7bcBkP3665jl5RYnErFWmxXfYfd6yW7WhsNNW1sdx3I7uvSnNCKayLxDNElfZXUcEZHTEtqqNbmTJ5MzeQrl+/aR9cKLRF5wAVEDB+IrKCT3s88AOPT220Sed54l/QxU8InUItPnI//rb9h21dXHFnpzZgd1ofdTcTfcgD0xkfLdu8m1aA0akXrB56P90jmAZvcq+UJC2dJrIADtl6qjr4gElpDkRjR96SUOv/8+W0eMxFdaSpO//RXD4aDxn55m/1NPk37BAAq++YZGDz1oSUZ16RSpBabPR8Gs2WS/9hplGRkA2KKiiP/lL4n/1S8tmc63ki08nMTf3M6BZyeS/eabuEZdjS009NRvFAkyTTLWEJ1zkLKwSLZ3O9/qOPVGRt8hdFk0g6abVxGZm01RbKLVkUREqi3qwgFEXTjjmP3RQ4bQ5puvKV2/nvCePXHEx1uQTjN8IjWqyozeAw9QlpFxZEbv7iO3bt7X4Iq9SrFjx+JITsazbx+5U6ZaHUfEEh2OzGBt6TUQb+iJu701NPlJTdjXugs206TtsrlWxxERqTEhyclEDx5sWbEHKvhEakRFoff1sYXePfc0+EKvks3pJPHOOwA49NZblrQlFrFSZG42TTetAI4uRyBHZRz5mrRb/i2GVx19RURqigo+kbNwtNC7ij0P/Lai0IuOPlro3Xdvgy/0fir2mmsIadIET1YWOR9NsjqOSJ1qt2wONtNkX+su5Ddqeuo3NDA7O/ejJDKGiIIcmm1aaXUcEZGgoYJP5AyYPh/5M2f+pNDLVKFXDUZoKIl33wVUdKvyFRVZnEikbhhej3+dOc3uHZ/P4WBL70GAmreIiNQkFXwip6FKoffbB48Wevfee7TQi4mxOma95rrqKkJSU/EePszh//7P6jgidaJ52nIiCnIpiXKxq3M/q+PUW+l9BwPQJHMtUYcPWpxGRCQ4qOATqYZTFnr33qNCr5qMkBCS7rkbgEPvvIO3oMDiRCK1r8OSWQBk9BmMz6EG2SdSmJDC3rbdMUyTdsvmWB1HRCQoqOATOQnT6yX/q6/YeuWVVQu9+1TonY2YESMIbd0aX14eh9973+o4IrUqJmsvjbeuxzQMMo7MYMmJVd7y2nb5d9g8at4iInK2VPCJHIe/0LvqKvY8+BDuzC3YYmKOFnr3qNA7G4bdTtK99wBw+N138ebmWhtIpBZVPo+2u0NPiuKSLE5T/+3q1Jvi6FjCi/JovnGZ1XFERAKeCj6RnzC9XvK+/JKtVx6n0JszW4VeDYq+7DKc7dvjKyzk0H/etTqOSK2wl7tps3IeAOn9h1obJkCYdgeZvS8BoP1S3dYpInK2VPCJULXQ2/vQw7i3HCn07r9PM3q1xLDZSLzvXgAOf/ABnsOHLU4kUvNarPsBZ0kRhbFJ7G13jtVxAkZG38GYhkHjLeuIzt5ndRwRkYCmgk8atFMWenffjT062uqYQSt6yBDCOnfGLC7m0L/+bXUckRrXYUnF7Zzp/YZg2vQtt7qK4pLY0/4cANqreYuIyFnRdx9pkEyvl7wZX7J15JVVCr2k8fer0KtDhmGQeP99AOR8+CGerCyLE4nUnPi920jalYHXbifzyPpyUn2VzVvarJiHzVNucRoRkcClgk8alCqF3sMP4966FZvL5S/0Eu+6S4VeHYsaOJCwHt0xS0vJ/ufbVscRqTHtj8zu7ezcn9LoWGvDBKA97XtS5EogrLiAFuuXWB1HRCRgWVrw5RS5WbHjMIeL3FbGkAbA9HrJ+2LG8Qu9ObNV6FnIMAyS7r8fgNxJkyjfv9/iRCJnL6S0mFZrFgJq1nKmTLudjD4VzVvaHel0KiIip8+ygm/6mr0M/Pt3PP7ZBs5/bi7T1+wFYPP+Aq58dRHdn/qGZ7/aiGma/vec6Zg0XP5Cb8RI9j7yyNFC74HxmtGrRyLPP5+IPn0wy8vJfvNNq+OInLXWqxcS4i4jN6kpB1p1sjpOwMrscwk+wyBl+0ZcB3dbHUdEJCBZUvDllZTz1PQNTL3zfL4afyHPjurGX2duoszj5db3ltG1qYsv7htAxoECpq6o+Av+TMekYTqm0Nu2rWqhd+ed2KOirI4pRxiGQdL4I7N8n0zDvXuPxYlEzoJp0n7JLADS+18KhmFxoMBV7Epgd8feALRT8xYRkTNiScFXVObhiRGd6ZBSMbPSqXEMeSXlzNucRUGph8ev6EyLhEgeGdaRKct2AZzxmDQsFYXeF1UKPbvLRdIDD6jQq+ci+vYl8vzzoLyc7DdetzqOyBlrtGMzcQd24QkJZUvPgVbHCXhHm7fMx16uR0BERE6Xw4qLNokN5+qeTQEo9/p4e8FWhnVJYeO+fHqmxhIeagegU+NoMg4WApzx2PGUlZVRVlbmf11QUFDzH1LqlOn1kv/VV2S//gbubdsAsLtcxP/618TddKOKvACRdP/9FP3wI3mffU7ib35DaIsWVkcSOW3tl1bM7m3rfgHl4ZEWpwl8+9r1oDA2iajcLFqs+5GtvVREi4icDkubtqTtzafPX+awICObJ0Z2prDUQ/O4CP+4YRjYbQZ5xeVnPHY8EydOxOVy+bfOnTvX3oeUWmV6PORNn87WK0aw95FHj87o/fa3tJk7l8Q771CxF0DCzzmHyIEXgddL1muvWR1H5LQ5C/NpsW4xoGYtNcW02cjoOxiA9kt1W6eIyOmytODr1Dia/93Wn/bJUTwydQ12u0Goo2okp8NGSbn3jMeOZ8KECeTl5fm3tLS0mv1gUuv8hd6Ikex99He4t2+vWujd8RvsUfrNeiBKuq/iWb78L2ZQtmWLxWlETk/bld9h93rIbtqGQ83aWB0naGT2HoTPZqfRzs3E7t9pdRwRkYBiacFnGAZdm7p4/roezN54gNjw0GOWaCgs8xBiN8547HicTicxMTH+LVpdGgOG6fGQ9/nnFTN6KvSCUnjXLkQNGQymSdarr1odR6T6fD7/DFR6/0stDhNcSmLi2NWpDwDttUSDiMhpsaTg+yEzm2e/2uh/7bBVFGZtkiJZtTPHv3/X4WLcHh+xEaH0aOY6ozEJDlUKvd/9HveOHdhjY0l68EEVekEo6b77ACiY+TWlmzdbnEakeppkriX68AHcYRFs736+1XGCTmXzltarFuBwl1qcRkQkcFhS8LVpFMWHS3by4ZKd7M0t4bmvN3FhuyQu6diIglIPnxxZUuGN+VsY0DYRu82gX6v4MxqTwHbSQm/OHBJ/c7sKvSAU1qED0ZdfBkDWP/5hcRqR6qlcimFLz4F4QsMsThN89rXpSn58MqFlJbRc+4PVcUREAoYlXTqTY8J47cZe/HlGGs9+tZGL2ifyf2N64LDbeHZ0N8ZPWsXEmRvx+kwm33FeRdAzHJPAZHo85M2YQfYbb1C+o+J5DXtsLPG33kLc9TeoyGsAku69l4JvZlE4Zy4l69YT3q2r1ZFETigi7xDNNq0Ajs5ESQ2z2cjoN4TeX/+P9ktnk9nnEqsTiYgEBEsKPoCB7ZMY+OCxrZWHdUlh3sODWLs7l94t4kiIcp71mASOkxV68TfcgC1ShV5D4WzThpgRV5A//Quy/vEKqf/8p9WRRE6o3bK52EyT/a06k5fczOo4QWtLr4s5Z/YkEndvIX7PVg43bW11JBGRes+ygu9kUlxhpLhSanRM6jfT4yHvixlkv6lCT45Kuuce8r/8iqIFCyletYqInj2tjiRyDMProd2yuYCWYqhtpVEudnbpT6u1P9B+6RwWj/qN1ZFEROo9S7t0ipgeD7mffsaW4Vewb8IEynfsxB4XR6OHH6Lt3Dkk3n67ir0GLLRFC1xXXwVA1iuvWJxG5Piab1xBREEOJZEudnbuZ3WcoFd5y2yrNYtwlJVYnEZEpP5TwSeWOKbQ2/mTQm/ObBJuu02FngCQeNfdEBJC8Y+LKVq61Oo4Isdov7SiWUtmn0H4HPXyxpmgcqBVZ/ISmxDiLqXV6kVWxxERqfdU8EmdMj0ecqd9emyh98jDKvTkuEKbNSX2mtFAxSyfaZoWJxI5yr19O00y12EaBun9hlgdp2H4yde6/bI5oL8TREROSr+KlBpler0UL1+BJysLR1ISEX16Y9jtFc/oTf+C7DffpHznkWf04uJIuO1W4saNU5EnJ5V4553kTfuUkuUrKPrhB6IuuMDqSCIA5EyeAsCe9udQFNfI4jQNx5ZeF9Nr1kck7N1Gwu4tQHerI4mI1Fsq+KTG5M+axYFnJ+LZv9+/z5GcTNTgwRQtXEj5rl2ACj05fSEpKcSOHUvOBx+Q9corRJ5/PoahdTbFWr7SUvKmTQNgs5q11Cl3RBTbu55Lm9ULab90NjDK6kgiIvWWbumUGpE/axZ7xj9QpdgD8Bw4QO6HH1K+axf2+HgaPfIIbefOIeHWW1XsyWlJ/M3tGGFhlK5ZS+H8+VbHEaHgm2/w5uVRGJvI3vbqIFvX0vtXNG9pufYHvPn5FqcREam/VPDJWTO9Xg48O/Gkz1HYoqNp883XJNx6C7aIiDpMJ8HCkZRE3I03AJD9yj/0LJ9YLuejSQBk9B2CadO307qWldqBnEbNCSkvI2/6F1bHERGpt/QdSs5a8fIVx8zs/ZyvoIDStI11lEiCVcJtt2GLiKA0LY2COXOsjiMNWOmmTZSsXg0OBxl9LrE6TsNkGGQcad6SO3myfgkkInICKvjkrHmysmr0OJETccTFEffLXwBHZvl8PosTSUOVM6lidi96yBBKo2OtDdOAbel5EZ6QUMoyMihZtdrqOCIi9ZIKPjlrjqSkGj1O5GQSfv1rbNHRlGVkUPD111bHkQbIW1hE/pFbCOPGjbM4TcNWHh7J9u7nA5A7eZLFaURE6icVfHLWIvr0xpGSAifqmmgYOFJSiOjTu26DSVCyu1zE3/wrALJefQ3T67U4kTQ0+V9Mx1dcTGirVkT072d1nAYvvV9F85b8mV/jzc21NoyISD2kgk/OmmG3k/zYhCMvflb0HXmd/NgEDLu9jpNJsIr/1a+wu1y4t24lf8YMq+NIA2Kapr9ZS9y4sVoepB7IbtYWZ8eOmG43eZ9/bnUcEZF6RwWf1IiYoUNp+vJLOJKTq+x3JCfT9OWXiBmqNaqk5tijooi/9VYAsl57HbO83OJE0lCUrFpNWXo6RlgYrquvtjqOABgGcePGApAzSc1bRER+TguvS42JGTqU6MGDK7p2ZmXhSEoiok9vzexJrYi/8QYOv/su5Tt3kvf558Ree63VkaQByJn0EQAxw4djd7ksTiOVYkaM4MDf/o572zaKly0jsp9utRURqaQZPqlRht1OZP9+uEZcQWT/fir2pNbYIiNJuP12ALJefx2f221xIgl2npwcCr7+BsA/oyT1gz0qCtcVVwCQO3mKxWlEROoXFXwiErDirh+HIykJz9595H78sdVxJMjlTfsU0+0mrHNnwrp1szqO/Ezs2IoivGDWLDyHD1ucRkSk/lDBJyIByxYWRsIddwBw6M238JWWWpxIgpXp85EzeTIAsdePU7OWeii8axfCunbFLC8n79NPrY4jIlJvqOATkYAWO+Y6HI0b4zl4kNwjP5CL1LSiH3+kfOdObD+5dVDqn9ixYwDImTIF0+ezOI2ISP2ggk9EApotNJTEO+8EIPufb+MrLrY4kQSj3EkVSzG4rroKW0SExWnkRFzDh2OLiqJ8x06KlyyxOo6ISL2ggk9EAl7s6FGENGuG99Ahcj780Oo4EmTKDxyg4NvvADVrqe9skZG4rhwJVCzRICIiKvhEJAgYISEk3n03AIf+9W+8hUUWJ5Jgkjv1Y/B6Ce/TG2e7dlbHkVPwN2+ZOxdPVpbFaURErKeCT0SCguvKkYS2bIk3N5ecD963Oo4ECdPjIXfqVADixl1vcRqpjrAOHQjv0QM8HnKnqXmLiIgKPhEJCobDQeI99wBw6D/v4s3PtziRBIPCefPwHDiAPT6e6KGXWh1Hqil23DgActW8RUREBZ+IBI+Y4ZcT2rYNvvx8Dr/7rtVxJAjkfFTRrCX2mtHYQkMtTiPVFXP5ZdhiYijfs4ei77+3Oo6IiKVU8IlI0DDsdpLuux+Aw++9jycnx+JEEsjcO3ZUFAuGQeyYMVbHkdNgCwvDddVVAP71E0VEGioVfCISVKIvHYKzUyd8RUUcfucdq+NIAMuZMgWAyAEDCG3e3OI0crrijqzJV/jdPMoPHLA4jYiIdVTwiUhQMWw2ku67D4DD//0fnuxsixNJIPKVlZH3yTQA4q4fZ3EaORPOtm0J79MbvF5yP/7Y6jgiIpZRwSciQSdq0MWEde+OWVLCobf/ZXUcCUAF33yDNzcXR+PGRA0caHUcOUNxR5ZoyP34E0yv1+I0IiLWUMEnIkHHMAz/LF/OpEmUHzhocSIJNJWLdsdedy2G3W5xGjlT0UOHYo+NxbNvH4ULFlgdR0TEEir4RCQoRQ64gPBevTDLyjj01ltWx5EAUro5nZKVK8HhIPbaa62OI2fB5nTiGjUKgNxJat4iIg2TCj4RCUqGYZB0f0XHztypUynfu9fiRBIociZ9BED04MGENGpkcRo5W7FjrgOgcOFC/T0gIg2SCj4RCVqR5/Ynon9/zPJyst940+o4EgC8hUXkfz4dgLhxYy1OIzXB2aoVEeeeCz6fmreISK0omDuXzCGXsrFLV7aNGUvZli0A7P/zX9jYsZN/yxw6zJJ8KvhEJKgljT8yy/fpp7h37bI4jdR3+TNm4CsuJrRly4oiQYJC5RINuVM/xiwvtziNiAQT986d7H3sDzR66EHazZ9HSJMm7Pvj4wCUbthA87fepP3SJbRfuoRW06ZZklEFn4gEtYhevYgcMAA8HrJfe93qOFKPmaZJzqRJAMSOG4thGBYnkpoSPXgw9oQEPFlZFMybZ3UcEQkiZVu20Oi3DxBz+eU4EhOJGzeO0vXrMT0eyjIyiOjTB3tMTMUWFWlJRhV8IhL0ku6v6NiZN306ZVu3WpxG6qvSNWso27QJw+kk9uqrrY4jNcgIDSV29JHmLZOnWJxGRAJFQUEB+fn5/q2srOyYY6IHDSJu3NH1Wt3btxHSIpXSzZvBNNk6ajSbepzDzttut+w5YhV8IhL0wrt3J2rQIPD5yH71NavjSD2V81HF7F7M5Zdjj421NozUuNgxFbd1Fi1apNu7RaRaOnfujMvl8m8TJ0486fGm282hd/5D3PXX4966ldB2bWn6wvO0/nIGhsPBviefqpvgP6OCT0QahMpZvvyZMylNT7c4jdQ3npwc8mfOBCDu+nGnOFoCUWjz5kRecAEAuVOmWpxGRAJBWloaeXl5/m3ChAknPf7gyy9ji4ggbswYXCNH0mryZMK7dSO0WTNSHv8jRd9/j7ewsI7SH6WCT0QahLBOnYgeOhRMk+x/vGp1HKln8j77HNPtxtmpE2Hdu1sdR2pJbGXzlmnTMN1ui9OISH0XHR1NTEyMf3M6nSc8tvD778mdNJmmz/8dIyTkmHFbTAz4fHgOZtVm5ONSwSciDUbSffeCYVAwezalaWlWx5F6wvT5yD3SrCVu3Dg1awli0YMG4UhKwnvoEAXffmt1HBEJEu5du9j7yKOkPPUkzrZtATgw8Tn/nSMApevWgc1GSOOUOs+ngk9EGgxnu3bEDB8OQNYr/7A4jdQXxYsX496xA1tkJK4RV1gdR2qRERKC69prAMiZNNniNCISDHylpey68y6iBw8m+pJL8BUV4SsqwtmxIwdfeoniZcsoWryY/X95Bteoq7GFh9d5RkedX1FExEKJ99xD/syZFM6bR8maNYT36GF1JLFY5Q/+rquuxBZpTctsqTtx117LoTffqij0t28ntGVLqyOJSAArWrQI95YtuLdsIXfq0eeD28yZQ8zWrey6515skZFEDxlCo98+YElGFXwi0qA4W7fCddVV5H36KVmv/IPUf//L6khiofIDBymYOxeA2HFq1tIQhDRtStRFF1E4fz45U6aS/OgjVkcSkQAWPWQInTZtPO5Yo4cepNFDD9ZxomPplk4RaXAS77kbHA6Kvv+e4hUrrI4jFsr95GPwegnv3Zuw9u2tjiN1JHbsWADypk3Dd5x1tUREgokKPhFpcEKbNSN29GgAsl5+xeI0YhXT4/G3548bN9biNFKXoi66EEdKCt7cXApmzbY6johIrbKs4Ju1YT8X/u1b2jz2FVe99j2ZBwsAePLz9bT8/Zf+beDfv/O/Z/P+Aq58dRHdn/qGZ7/aiGma1RoTEfm5xLvuxAgJoXjpUooWL7Y6jligcP58PPv3Y4+LI3rYMKvjSB0yHA5ir7sWgNzJat4iIsHNkoJvx6EiHvl4Lb+7rCOLJwymWWw4v/tkHQDr9uTxn5v7subJoax5cihf3n8hAGUeL7e+t4yuTV18cd8AMg4UMHXF7lOOiYgcT0jjxsSOqViTK+vlV/RLogbI36xl9ChsoaEWp5G6FnvttWC3U7x8OWWZmVbHERGpNZYUfJkHC3lkWAdGdG9CUrSTG89NZd3uPDxeH+kHCunXKh5XeAiu8BCinBV9ZeZtzqKg1MPjV3SmRUIkjwzryJRlu045JiJyIgl3/AbD6aRk1SqKFi2yOo7UIfeuXf5/53FjdTtnQxSSnEzUxRcDkDNlirVhRERqkSUF3+BOydx0bgv/661ZRbRIiGDT/gJM02T4Kwvp8MeZ/PKdpezJLQFg4758eqbGEh5qB6BT42gyDhaecux4ysrKyM/P928FBQW19VFFpB4LadSIuOuvBzTL19DkTp4MpknkgAGEpqZaHUcsEje2YpY/77PP8ZWWWpxGRKR2WN60xe3x8fbCrfzivBZkHiykXXI0r4zryZwHBxJiM3hsWsWtnoWlHprHRfjfZxgGdptBXnH5SceOZ+LEibhcLv/WuXPn2v2QIlJvJdx+G0ZEBKXr11P43XenfoMEPJ/bTe4n0wA1a2noIi+4gJCmTfHl55P/9ddWxxERqRWWF3wvzNpMRKiD6/ulcnXPpnx2zwX0aB5L8/gInr6qCwszsigoLcduNwh1VI3rdNgoKfeedOx4JkyYQF5enn9LS0urtc8nIvWbIyGB+BtvBCDrlX9g+nwWJ5LaVvDNLLw5OThSUvy39EnDZNjtxF53HQC5k9S8RUSCk6UF38KMLP63ZCevjDuHEPuxUWLCQ/CZcLCgjNjwUA4XuauMF5Z5CLEbJx07HqfTSUxMjH+Ljo6uuQ8lIgEn/pZfY4uMpGzTJrVobwByJk0CIPa6azEcDovTiNVirxkNDgclq1dTujnd6jgiIjXOsoJv56FiHpi0mr9c3ZV2yRUF159npDFj7V7/MWt35WEzoIkrnB7NXKzameMf23W4GLfHR2xE6EnHREROxREXR/yvfgVA1qv/wPQe/+4ACXyl6emUrFgBdntFl0Zp8BxJSUQPHgxoiQYRCU6WFHyl5V5ueW8ZQ7skc2nnZIrKPBSVeejUOIbnv9nMkq2H+CEzmyenr+fa3s0ID7XTr1U8BaUePjmy3MIb87cwoG0idptx0jERkeqIv/lX2GJicGduIf+rr6yOI7Wk8ra96EsuISQ52eI0Ul/4m7dMn46vuNjiNCIiNcuSe1nmp2eRebCQzIOFfLT06PIJCx8dxJZujbn9/eVEOR0M7ZLCo5d1qAhqt/Hs6G6Mn7SKiTM34vWZTL7jvFOOiYhUhz0mhoRbfk3WSy+T/eprxFx+uW73CzK+oiLyPv8cgLjrx1mcRuqTiHPPJSQ1lfKdO8n/6ivN/opIULHkp5lhXVLY/twVxx373WUd+d1lHU/4vnkPD2Lt7lx6t4gjIcpZrTERkeqIu+kXHH73Pdw7dpD3+fSKZ3skaOR9+SW+oiJCWqQSce65VseResSw2YgbO4aDf3+enMlTVPCJSFCxvEvn6UpxhTG0S8pxC7qTjYmInIo9KpKE228DIPv11zHd7lO8QwKFaZr+Zi1xY8dh2ALu25/UMteoURghIZSuW0fJhg1WxxERqTH6jici8hNxN9yAPTGR8j17yJ32qdVxpIaUrl1LWdpGjNBQXKOutjqO1EOO+HiiL70UgNzJUyxOIyJSc1TwiYj8hC08nMTf3A5A9ptv4isrsziR1IScI81aYi6/DEdcnMVppL6KHTcWgPwZM/AWFlmcRkSkZqgjgYjIz8SOHcuhf7+DZ/9+cqdMJf4XN53ReSZMW1fDyeR0TRzdDW9urr/zauw4NWuRE4vo25fQ1q1xb91K/owviNN/LyISBDTDJyLyMzank8S77gQg+59v4SspsTiRnI3czz7DLCvD2bEj4eecY3UcqccMwyB2zHUA5EyegmmaFicSETl7KvhERI4jdvRoQpo2xZuVTc5Hk6yOI2fINE3/2ntx48ZiGFqfVU4u9uqrMUJDKdu4kdJ1mqUXkcCngk9E5DiM0FAS774LgENvv42vSM/zBKLiJUtwb9+OLSKCmBEjrY4jAcAeG0vM5ZcBkDN5ssVpRETOngo+EZETcF11FSEtUvHm5HD4v/+zOo6cAX+zlquuxB4VaXEaCRSxY480b/nyK7z5+RanERE5Oyr4REROwHA4SLrnHgAOvfMO3oICixPJ6QjPz6FgzhwANd+Q0xLesyfOdm0xS0vJm/6F1XFERM6KCj4RkZOIueIKQtu0wZeXx+H33rc6jpyGtsu/BY+H8J49CevQweo4EkAMwyB2bMUvCXInTwY1bxGRAKaCT0TkJAy7naR7K2b5Dr/7Lt7cXGsDSbUYPh/tl1XO7o21OI0EIteVIzHCwijLyCBp52ar44iInDEVfCIipxA9bBjODh3wFRZy6D/vWh1HqqHp5pVE5h3CHhtL9GWXWR1HApA9JoaY4cMBaL90jsVpRETOnAo+EZFTMGw2ku67F4DDH3yA5/BhixPJqbRfMhsA1+jR2JxOi9NIoKqcHW657kdCiwstTiMicmZU8ImIVEPU4MGEdemCWVzMoX/92+o4chJRhw/SNGM1AHFHFtEWORNh3brh7NQJu6ecNivnWR1HROSMqOATEakGwzBIuv8+AHI+/BBPVpbFieRE2i2bg2Ga7G3bndCWLa2OIwHMMAzixo4BjtzWqeYtIhKAVPCJiFRT5EUXEd6jB2ZpKdn/fNvqOHIcNk95RXdOYHP/oRankWAQM2Ik5aFhuLL3krxto9VxREROmwo+EZFqMgyDpPH3A5A7aRLl+/ZZnEh+LnXDUsKL8imOiWN3x95Wx5EgYI+KZFuPAQC0XzrL4jQiIqdPBZ+IyGmIOO88Ivr0wSwvJ/vNt6yOIz/TfknFD+QZfQZj2u0Wp5Fgkd5vCACpG5bgLMy3OI2IyOlRwScichqqzPJ98gnu3bstTiSVXAd2kbJ9Iz6bjfS+Q6yOI0HkcNPWZDdtg93rpa2at4hIgFHBJyJymiL69iXy/PPA4yH79TesjiNHtF9asRTD7o69KXHFW5xGgk16/0uBiqZA+HwWpxERqT4VfCIiZyDp/opZvrzPP8e9fbu1YQSHu5Q2K+cDatYitWN79/NxO8OJObSfxlvXWx1HRKTaVPCJiJyB8HPOIWrgQPB6yXrtdavjNHgt13xPaFkJ+fHJ7GvTzeo4EoQ8oWFsPedCANotnWNxGhGR6lPBJyJyhhKPrMuXP2MGZZmZFqdp2Cpv58zodynY9K1Nakd6v4rbOlPTlhFWkGttGBGRatJ3RRGRMxTepQvRlw4B0yTr1desjtNgJezOJHHPVryOEDJ7X2x1HAliuY1bcDC1PTafl7YrvrU6johItajgExE5C4n33geGQcHXX1O6aZPVcRqkDkeWYtje9VzKImMsTiPBrnKJhnbL5qp5i4gEhDMq+B6YtOqEY69+m3HGYUREAk1Yh/bEXH4ZAFn/eNXiNA1PaEkhLdf+ABztoihSm3Z0O5+ysEiic7JokrnW6jgiIqd0RgVfxsFCSsu95BWXk19aTl5JObPTDuD2+Ph208GazigiUq8l3nsv2GwUzp1LyTp176tLrVcuwFHuJicllazUDlbHkQbAGxLKll4DAWh/ZHZZRKQ+c1TnoDaPfUWYw4bHZ3LHwDa4wkOYunwXf56xEa9pMrB9EjnFbi5sl0ioQ3eJikjD4mzdGtfIEeR9Pp2sf7xC6j//aXWkhsE0/c1a0vtdCoZhcSBpKDL6DaHzD1/RbPNKwvMOa91HEanXqlWd9WkRR5cmLj68vT+maWK3VXxTffWGnvRKjaVLkxhCbDbCQuy1GlZEpL5KvPtusNspWrCQ4lUnvu1dak7ytjRis/ZQHur0t8sXqQt5jZqxv2UnbD4f7ZareYuI1G/VKvgqf2lqP06rawP9RlVEJLRFC1yjrgYg65VXrA3TQFQ2a9l6zoWUh0VYnEYamowjSzS0Wz4Xw+u1OI2IyImd1f2XBwrKKPV4yS0up9TjZWtWIW6POlaJSMOUdNddEBJC8Y+LKVq61Oo4QS2sIJfUDRVf4/R+Qy1OIw3Rjq79KY2IJjLvEE3TNasvIvXXGRd8JvDPBVvYmlXE1xv2szWriHs/XMXOwyU1GE9EJHCENG1K7LXXAEdm+UzT4kTBq+2Kb7H5vGQ1b0dOk5ZWx5EGyOcIOdq8Zekci9OIiJzYGRd8BvD4FZ3p1DiacX2b07lxDF+Nv5C2jSJrMJ6ISGBJvPNOjNBQSpavoHHmOqvjBCXD5/P/gL25v2b3xDqVa/I1TV9FZE6WxWlERI7vrFtqGnqKT0TELyQ5mdhxYwE4Z85kzfLVgibpq4nKzaYsPJId3c6zOo40YAWJTdjXuiuGadJu+Vyr44hIkMj74gt8Jce/a/LQv99h1113U7J+Q7XPV62CL7vQzaGiMhakV/3t1epdueSWuMkv9QBg6gcbERESb78dIyyMpF0ZNN280uo4QaeyWUtm70F4Q0ItTiMNXeUsX9vl32F4PRanEZFA5y0s5OCL/0f2CZZ4Cm3ZAuw2dt9zT7XPWa2Cr3PjGHq3iGPHoWI6pERT7PaSFO1k9a5cGkWHEWI3cHt9ZBe6q31hEZFg5UhKIu7GGwA4Z84UzfLVoMicg/4GGZU/aItYaVfnfpREuogoyKHZJv2CR0TOjj0qimYv/R85739A+YEDx4xHDx5Ms1dewXPoULXPWa2F11+5vmfV13MzuKxrYy7r2ti/b3dOMbERIRSW6bdbIiIJt93GgQ8+JGHvNlI3LGVn1/5WRwoK7ZbNxTBN9rXpRkFiE6vjiOBzOMjsM4hu8z+jw9LZ7OrSz+pIIhLgwnv0wHXNaLJffZXGf/7zMeOGzXZ03bxqqFbB93Mjuh/7TbZZXMUaSM+N7n4mpxRpcCZMU0MPq00c3a3Wzu2Ii2Pj+cPpPm8aPeZOYWfnvnCctUyl+mweD+2WVSxyvbn/pRanETkqo+9gus3/jCYZa4g6fIDC+GSrI4lIAPKVlGA4HGC3k/ib37B1xEgS774bR3LVv1PKd+6sKPqq6YwKvvsHtzvhWNemrjM5pYhI0Em7cAQdF39N3IFdtFz3I9t7XGB1pICWmraU8KI8iqPj2NWpj9VxRPwK45PZ064HTTPW0G7ZXFYNu8HqSCISgDb36l115s40ybxk8HFn86IGDqz2eatd8M3bfJBzmscSG3H0Afnl2w+TXVhW5dZOERGp4A6PYsOAEfScM4Uec6eyo+u5mHa71bECVvslswHI6HMJpv2Mfl8pUmvS+11K04w1tF3+HWsGj8Hn0H+jInJ62n73LUZoKEZICJgm5Xv3EpKSAkd+dvAePoyvqIjQFi2wRVZ/KbxqzwV+vnov2YVl3PbeMgBueXcZucXl7M0t5f0ft/PGvC28OX8Lr8zNOM2PJiISvDadP5yy8Chc2XtptWaR1XECluvgblK2bcBnGGT0HWx1HJFj7O7Yi+LoOMKL8miettTqOCISgEJSUnDEx2OPjsYIC2Pb6GsAsEdHY4+OpmjpUnaPfwAjLOy0zlvtgs9hMwix29h8oACATfvyCXHYCA+185/vt7Mlq5DMg4W8vXDraQUQEQlm5WERrL/oSgB6fPux2rafocrZvd0de1Mcm2hxGpFjmXYHGX0uAaD90jkWpxGRQFc5y2c4nf59sddcgy0igtxp007rXKfdQSAytOIWBZutYsF125FbSp+/rgfPX9eDhEitiSQi8lObz7uMkkgX0YcP0GblfKvjBBy7u4w2qyq+bun9h1qcRuTEMvsOxmcYNN66nujsvVbHEZEAZhgGGEZFE5fKfTYbSePv59Abb2K6q78cXrVuMF+x4zAA+SUevD6T3GI3pglFx1mCwTiNFqEiIg2BJzSM9QOvou9X79P9u0/Y2vMifI4Qq2MFjFZrvye0tJiC+GT2tlUnaKm/imIT2du+J802r6T90jmsGP5LqyOJSADZ8+BDFTN6lfWUabLvj4/7n+Gr3Fd+8CDZb/2TpPvurdZ5TznDtyA9i4emrCGnuJwrX1vElqxCev55NnvzSrjnQy0wKiJSHen9h1IcE0dUbjbtln9rdZyAUnk7Z3q/IVraQuq99H5DAGizcj628ur/Bl5EJLRNa5xt2+Bs2xZn27Y0euQRnB06+F8727bF2a4dMUMvJbR1q2qf95QzfBe0TeTrBy7i8c/WM+/hi7njgxV8/cBFDPjrtzwzqhv780rO6APN2rCfP3+Zxt7cUro2dfHCdd1p2yiazfsLeOTjNWzPLmJcv1QmXN7RP2t4pmMiIlbzhoSybuAo+n/xDt3mTSOz9yC8IboF/lQSdm8hcc8WvHYHmb0GWR1H5JT2dOhFkSuByLxDtNiwlG3nDLA6kogEiKR77qmV857yV6V2m0FYyPHbiJ9pObXjUBGPfLyW313WkcUTBtMsNpzffbKOMo+XW99bRtemLr64bwAZBwqYumI3wBmPiYjUFxl9B1PkSiAiP4f2S2dbHScgVH6ddnQ9l7KoGIvTiJyaabOR0aeik6z+PxdpGArmziVzyKVs7NKVbWPGUrZlCwCl6elsu/Y6Nvfrz4G//R3TNE96ngMTnyPrlX+Q9dprJ92y33iD4pWrqp3vlAWf2+PjwSmrOVTkxjjjEq+qzIOFPDKsAyO6NyEp2smN56aybnce8zZnUVDq4fErOtMiIZJHhnVkyrJdAGc8JiJSX/gcIay9pKLFctd5n+Fwl1qcqH4LKSnyL2WR3u9Si9OIVF9Gn0vw2Wwkb9+I64B+AS0SzNw7d7L3sT/Q6KEHaTd/HiFNmrDvj4/jc7vZfdfdhHXpQquPp1K2JZO8aZ+e9FyH338fT85hvIdzTroVLvqevY8+Wu2Mp7ylM6uwjNJyL4sysvnNB8vZcaiYq15dxMGCMp76YgOtEyMxTZNHpq7BBLKPHH+iWUGAwZ2Sq7zemlVEi4QINu7Lp2dqLOGhFe/t1DiajIOFAGc8djxlZWWUlZX5XxcUFJzqyyAiUiMye11M1/mfE334AB0Wf8OGi66yOlK91WbVAhzlbnIaNedgy45WxxGpthJXPLs79iY1bRntls1h+YibrY4kIrWkbMsWGv32AWIuvxyAuHHj2HX77RQtWIC3sJDk3/8OW3g4jX77W/b/6c/EXjP6pOdLmTABgOy33z7hLZ6Fi77nwDPPYJpmtR5hO2XB1zQ2nNdv7M2uw8U8NX0Duw4XM6RTMvdd0g6faRIV5mBbdhFen4nPZ9IiPgLbaTw75/b4eHvhVm4d0Iqdh4ppHhfhHzMMA7vNIK+4nMJSzxmNuSKO7YQ3ceJEnn766WpnFBGpKabdwZpLrmHAx6/TZcF0NvcfiscZbnWs+sc0ab9kFgDp/S892rFMJECk97uU1LRltFk5n1XDbtAzuyIBqKCggPz8fP9rp9OJ8yfr4gFED6r6fLl7+zZCWqRSumkz4T26Ywuv+B7v7NDBf6vnSRkG2O1kv/EmSffcQ86UKeDzYZZ78BUVknjnnUT270ebmV9V+3NUu91Z8/gI/n1zX/58dVf+/f02Qh02hnZJ4fw2idzYvwW/PK8lN1/QivsGtyPUUf0uai/M2kxEqIPr+6VitxvHvNfpsFFS7j3jseOZMGECeXl5/i0tLa3aeUVEzta2HheSl9iYsOICOn1f/b+wG5JG2zcSm7WH8hAnW3teZHUckdO2t213CuKScJYW0WLdD1bHEZEz0LlzZ1wul3+bOHHiSY833W4OvfMf4q6/Hl9hIaHNmvnHDMPAsNnw5uWd/KKmiWGz+X/Reejf/8a9bTvlu3eR/dY/K84VcnpLO1W7MvN4fQCM7tWML++/kAvbJZ7WhY5nYUYW/1uyk1fGnUOI3UZseCiHi6q2MC4s8xBiN8547HicTicxMTH+LTo6+qw/i4hIdZl2O2sGXwdA50UzCCkpsjhR/dPhyOzetnMGUB4WcYqjReohm42MvhVLNLRfOsfiMCJyJtLS0qpMEk04crvliRx8+WVsERHEjRmD4bBj/Gxm33A68ZWe/vP7yRN+T/KECdjCwk77vVDNhdfzS8u58h+LeGBIey7rmsJfZ24i1GE7poWLYUD/Vglc07vZcc/zUzsPFfPApNX85equtEuuKLh6NHMxedlO/zG7Dhfj9viIjQg94zERkfpoe7fz6fbdp8Qd3EXnRTNYc+lYqyPVG2EFuaRuWAJUrF8oEqgyew/inDlTaLQzndh9O8ht3MLqSCJyGqKjo4mJqV6H6MLvvyd30mRaTp6EERKCzeWiLCOjyjG+oqLTnp2r4gwfb6jWDF9MWAgThnfizflbWLz1EGlHmqQsyszmnNRYFmZk06N5LIlRTv742Xr/bOCJlJZ7ueW9ZQztksylnZMpKvNQVOahb6t4Cko9fHJkSYU35m9hQNtE7DaDfmc4JiJSL9lsrBlyZJbv+y9xFuWf4g0NR9uV87B7vWQ1a8vhJtVfWFakvimNjmVn576AlmgQCWbuXbvY+8ijpDz1JM62bQEI79aNkjVrjh6zew+m243d5Trt82e98goHX375jGYHoZozfIVlHgZ1aMSAtomUeXw0doVxY/8WfPDjDm7s34L3f9jBTee2wOP14fWZeHwmjhM36WR+ehaZBwvJPFjIR0uPLp+w8NFBPDu6G+MnrWLizI14fSaT7zivIqjddkZjIiL11c7O/TjcuCXx+7bTZeF0Vl52k9WRLGf4fLQ78oOxZvckGKT3u5SW6xfTevVCVl5+E57QM7slS0TqJ19pKbvuvIvowYOJvuQSfEUVj2lE9O6Nr6CQ3M8+I/bqqzn09ttEnncehv0kRdIRptcLvooJtNhrrsVXXAQmxI0Zc0YZq1Xw9fzTLMJC7P7um92bHb8yddhtTBje6ZTnG9Ylhe3PXXHcsebxEcx7eBBrd+fSu0UcCVHOKu87kzERkXrJZmP1kDFc8sHf6PDjN6RdMILS6FirU1mqScZqonOyKAuLZHv3862OI3LW9rfuQn5CCjGH9tNy7Q9k9rnE6kgiUoOKFi3CvWUL7i1byJ061b+/zZw5NP7T0+x5+BEO/v158Hpp8cH7Jz+ZYVRsXi+Jd90FQOJvbj/rjNUq+DKeGQ5AXnE5DrvBnf9dcUy2mpTiCiPFlVKjYyIi9dHujr3JataWpN2ZdF3wGcuvuNnqSJZqv6Ridm9L74FqYy/B4Ujzlt5f/5f2S2ar4BMJMtFDhtBp08bjjoU2a0qbb76mdP16wnv2xBEff/KTmSbZb7wBdjsYkPXaayc9/ETr9P1ctQo+0zR594ftvDw3g//d1p/Vu3IZ/fr37DhUXOXPStPuvqBaFxcRafAMg9WXjuXS/zxDhyWz2TDgSkpcp/iGEKQic7NpunklAOn9dDunBI/MXhdzzuxJJO7ZQvyerRxu2trqSCJSR0KSkwlJTq7WsdFDh+LeuQtO1YfE48VbWFDtDNV+hu/7zGym3HEebZOieO+WfoTabccssG5iUlp+8oYtIiJS1b623TnQoiPJOzbRbd40ll51m9WRLNFu6Rxspsm+1l3JT2pidRyRGlMWFcPOLv1ptfZ72i+dw+JRv7E6kojUQ81efqlWzlutLp3RYSG8cVNvFqRnYbMZNIp20qVJDLklbrZkFdK5SQw5xW46JEfTu0VcrQQVEQlaR2b5ANotn0tkTpbFgeqe4fXQbvlcANL7X2pxGpGal96v4r/rVmsWElJabHEaEWlIqr3wugG8MrdiLYlr3/gRt9dHVkEZO4+seffGvC08OX1DbeUUEQlqB1p3YV/rrti9Xrp/94nVcepcatoywgvzKP5JG3uRYHKgVSdyk5oS4i6j1ZpFVscRkQakWgXfvR+u5PV5W/zr2oU6bNz23nLenL+VT1bs5tb3llHk9vDh0p387etNtRpYRCRYVc7ytVk5j6hD+y1OU7faL5kFQGafSzDt1XraQCSwGAYZ/YYAR9bkM02LA4lIQ1Gtgu+yril8uXYfJeVeNu8vwOszuXNgG4Z1Sea8NgncM6gtv7usI89f24M+LXVLp4jImchq0YE97c/B5vPR49uPrY5TZ2IO7qHx1g34DIOMvkOsjiNSa7b0HIjXEUL8vh0k7s60Oo6INBDV+jXqiO5NGNG9CS/M2sy4f/7I4yM6c27rBErLvezPL+Xc1gm1nVNEpEFYPWQMTdNX02r1QtYNHEV+o6ZWR6p17ZdVLMWwp0MvimITLU4jUnvcEVFs73YebVYtoP3S2WQ3b2d1JBFpAKr9DB/AQ0M78N4t/Rjdqxl2m8HgTsnc2L9FbWUTEWlwDjVry65OfbCZJj2+nXrqNwQ4u7uMNivmA7C5v5ZikOBX2byl5dofCCkpsjiNiDQEp1XwAXRvFlsLMUREpNLqIWMAaLnuR2L377Q4Te1que5HnKVFFMQlsa9dD6vjiNS6rNT25CQ3x1HupvXqhVbHEZEG4LQLPhERqV05jVuyveu5GKZJj7lTrI5TqyqbtWT0uxTTpm9J0gAYhn+Wr/0SNW8Rkdqn764iIvXQmsHXYRoGLTYsJX7vNqvj1Ir4PVtJ2p2J124ns/cgq+OI1JmtPS+iPMRJ3MFdJO3cbHUcEQlyKvhEROqhvOTmbOt+AQA95ky2OE3taL+0olnLzi79KY1yWZxGpO6Uh0Wwvfv5ALRfOsfiNCIS7FTwiYjUU2sGX4vPMGi+aSWJuzKsjlOjQkqLabW6YvFpNWuRhsjfvGXdjziLCyxOIyLBTAWfiEg9VZDYhK09BwJwzpzgepav9aoFhJSXkduoGQdbdrI6jkidO9SsDYcbt8TuKaf1yvlWxxGRIKaCT0SkHlt7ybX4bHaaZKyh0baNVsepGaZZ0ayCI7MchmFxIBELGAabK5u3LJ2j5i0iUmtU8ImI1GOF8Y38DU3OmTM5KH4obLR9E3EHd1Ee4mRLr4FWxxGxzLZzBlAeGoYrey/J29KsjiMiQUoFn4hIPbd20Gi8dgcp29JI2bLe6jhnrbJZy/YeF1AeFmFxGhHreJzhbOsxADj6/4WISE1TwSciUs8VxyaS3m8IEPizfM7CfFqsXwyoWYsIQHr/its6UzcsIawwz+I0IhKMVPCJiASA9QNH4XGE0GhnOk3SV1sd54y1XfEtdq+H7GZtONy0tdVxRCx3uEkrspu1we710mblPKvjiEgQUsEnIhIASmLi2HzuMOBIx85AnOXz+fxrjlW2pBeRo/8/tFs6B3w+i9OISLBRwSciEiDWX3Q15aFOEvdsofnG5VbHOW1NMtcSnXOQsrBI/6LyIgLbu5+P2xlOzOEDNN4a+M/pikj9ooJPRCRAlEXFsOm8ywHoMWdKwM0EdFgyC4AtvQbiDXVanEak/vCEhrG150XAkVk+EZEapIJPRCSAbLjwStzOcOL376DFhiVWx6m2iNxsmm5aAUDGkQY0InJU5W2dqWnLCCvItTaMiAQVFXwiIgHEHRHFxguuACpm+YwAmeVrt2wuNtNkf6su5DVqZnUckXonNyWVg6kdsPm8tF3xrdVxRCSIqOATEQkwaQNGUBYeSWzWHlqu/d7qOKdkeD20W17xA+zm/mrWInIilcuvtFs2N2B+mSMi9Z8KPhGRAFMeFsGGC0cC0GPuxxher8WJTq75xuVEFORQEuViV+d+VscRqbd2dDuPsvBIonOyaJyxxuo4IhIkVPCJiASgTecNpzQimphD+2i9eoHVcU6qw5LZAGT0uQSfw2FxGpH6yxsSypaeAwFov3S2xWlEJFio4BMRCUAeZxjrB14FQPdvP8bm8Vic6Piis/fSeMs6TMMgo+9gq+OI1HuVTY2abV5JRN4hi9OISDBQwSciEqA29x9GcXQs0TlZtFnxndVxjqtyofU97XtSFNfI4jQi9V9eo2bsb9kJm89H2+Vq3iIiZ08Fn4hIgPKGOlk/8GoAus+bhq3cbW2gn7GXu2l7pBDd3H+oxWlEAkfGkSUa2i3/tt4/oysi9Z8KPhGRAJbedwhFrgQi8w7Rftlcq+NU0WLdDzhLiiiMTWJv+3OsjiMSMHZ07U9pRDSReYdomr7K6jgiEuBU8ImIBDBfSCjrLh4FQNf5n2J3l1mc6KjKZi3p/QZj2vTtRqS6fI4QtvS+GFDzFhE5e/oOLCIS4DJ7X0JBXBIRBbl0WDLL6jgAxO3dTtKuDHw2O5m9L7E6jkjASe9b0bylafpqInOyLE4jIoFMBZ+ISIDzORysG3QNAF3nf4ajrMTiRNB+aUXhubNLP0qjY60NIxKAChIbs69NNwzTpN3y+nW7togEFhV8IiJBYEvPgeQnpBBWXEDHH2damiWktJjWqxcCatYicjbSjyzR0Hb5dxje+rn0iojUfyr4RESCgGm3s2bwdQB0WfgFIaXFlmVpvXohIe4ycpOacqBVZ8tyiAS6XZ36UhLpIqIgh+YbV1gdR0QClMPqAHKsCdPWWR2hwZs4upvVEURO2/buF9Bt3qfEHtxN50UzWDNkTN2HME1/k4n0fpeCYdR9BpEg4XM4yOwziG7zP6P9sjns7Nrf6kgiEoA0wyciEiRMm80/y9fp+y8JLS6s8wxJOzcTt38nnpBQtvQaWOfXFwk2GX2HYBoGTTLWEHX4gNVxRCQAqeATEQkiO7r053BKC0LLSuiycHqdX7+yS+i27hdQHh5Z59cXCTaF8Y3Y27Y7AO2XzrE4jYgEIhV8IiLBxGbz38rZ8ceZOAvz6+zSzqJ8WqxbDEB6/0vr7LoiwS69X8X/T21WzMPmUfMWETk9KvhERILMrk59yG7ahhB3GV0XfFZn1227Yh52r4fspq051KxtnV1XJNjt7tiL4pg4wovyaJ621Oo4IhJgVPCJiAQbw2D1kVm+Dou/ITw/p/av6fPRrrJZi5ZiEKlRpt1BRu9LAPxNkUREqksFn4hIENrb/hwOprbH4Smn6/xPa/16jbesI+bwAdxhEWzvfn6tX0+kocnsOxifYdB46wais/daHUdEAogKPhGRYGQYrB4yFqho9BCRm12rl6ts1rKl50V4QsNq9VoiDVFRbCJ7OvQE1LxFRE6PZQVfTpGbAX/9ll2Hjy4O/OTn62n5+y/928C/f+cf27y/gCtfXUT3p77h2a82YppmtcZERBqq/W26sr9VZ+xeD93mTau160TkHaLZxuUApPfT7ZwitcXfvGXlfGzlbovTiEigsKTgO1zk5pb3lrE7p6TK/nV78vjPzX1Z8+RQ1jw5lC/vvxCAMo+XW99bRtemLr64bwAZBwqYumL3KcdERBq0n8zytVv+HVGHD9bKZdotm4vNNNnfshN5yc1q5RoiAnvb96TIlUBYcQEtNiyxOo6IBAhLCr77PlrJyO5NquzzeH2kHyikX6t4XOEhuMJDiHI6AJi3OYuCUg+PX9GZFgmRPDKsI1OW7TrlmIhIQ3ewVSf2tu2Ozeel+3cf1/j5Da+HdsvnAmrWIlLbTJuN9L6DAd3WKSLVZ0nBN3FUd24Z0KrKvk37CzBNk+GvLKTDH2fyy3eWsie3YgZw4758eqbGEh5qB6BT42gyDhaecuxEysrKyM/P928FBQU1/RFFROqN1ZdWzPK1XrWA6Ox9NXru5htXEJGfQ0lkDDu79KvRc4vIsTL7XILPZiN5+0ZcB3RHk4icmiUFX2pCxDH7Mg8W0i45mlfG9WTOgwMJsRk8Nm0dAIWlHprHHX2PYRjYbQZ5xeUnHTuRiRMn4nK5/Fvnzp1r8NOJiNQv2c3bsbtDL2w+Hz2+nVqj565sEZ/Z5xJ8jpAaPbeIHKskJp7dHXsDWqJBRKqn3nTpvLpnUz675wJ6NI+leXwET1/VhYUZWRSUlmO3G4Q6qkZ1OmyUlHtPOnYiEyZMIC8vz7+lpaXVymcSEakvKtfla7Xm+xqbFYjO3keTzLWYhkFG3yE1ck4RObXK5i2tVy3AruYtInIK9abg+7mY8BB8JhwsKCM2PJTDRVX/Qiss8xBiN046diJOp5OYmBj/Fh0dXSufQUSkvjjctDU7OvfDME16zJ1SI+esnF3Y0+4cCuMb1cg5ReTU9rbtTkFcI5ylRbRY94PVcUSknqs3Bd+fZ6QxY+3RhUTX7srDZkATVzg9mrlYtTPHP7brcDFuj4/YiNCTjomIyFFrhozBNAxarl9M3N7tZ3UuW7mbtivmAZDe/9KzDyci1WezkXGkeUuHJbqtU0ROrt4UfJ0bx/D8N5tZsvUQP2Rm8+T09VzbuxnhoXb6tYqnoNTDJ0eWW3hj/hYGtE3EbjNOOiYiIkflpqSyvet5AJxzlrN8LdcvxllSSJErgT0detVEPBE5DZm9B+Gz2UnalUHsvh1WxxGReqzeFHzX9G7G5d0ac/v7y3l46houbJfEU1d2AcBht/Hs6G784bN19PnLbGau28fvLu94yjEREalqzeDr8BkGzTcuJ2F35hmfp/2RWYX0vkMwbfXmW4lIg1EaHcvOzn0BNW8RkZNzWHnx7c9dUeX17y7ryO8uO36xNqxLCvMeHsTa3bn0bhFHQpSzWmMiInJUfqOmbDvnQtqsWsA5c6Yw9+bHTvscsft20GjnZnw2u/+2MhGpe+n9LqXl+sW0Xr2QlZfdhMcZZnUkEamHAurXsimuMIZ2STluQXeyMREROWrNJdfis9lomr6apB2bT/v9HZbMAmBn576URsfWcDoRqa79rbuQn5BCaFkJLdd+b3UcEamnAqrgExGRs1eYkMKWXhcDcM7syaf1XkdZCa1XLwQgvf/Qmo4mIqfDZiO9X8WSKO2XzrE4jIjUVyr4REQaoLWDrsFrt9N463qSt26o9vtar15IiLuUvMQm7G/dpRYTikh1bOl1MV67g8Q9W4jfs9XqOCJSD6ngExFpgIriksjoU/H83TmzJ4NpnvpNpnm0WUv/S8FQN2QRq5VFxrCzS39AzVtErOTJySFz8BDcu/f49+3/81/Y2LGTf8scOsySbCr4REQaqHUXj8brCCF5xyYaZ6495fGJuzKI378DjyOELT0H1kFCEamOzUfWwmy1ZhEhpcUWpxFpeDw5Oey+8y7K9+ypsr90wwaav/Um7Zcuof3SJbSaNs2SfCr4REQaqBJXvP8HxerM8lU2a9ne/QLcEVG1nk9Equdgy07kJjUlxF1GqzWLrI4j0uDsefBBYq4YXmWf6fFQlpFBRJ8+2GNiKraoSEvyqeATEWnA1l90NeUhTpJ2Z9J088oTHucsLqDluh8B2KxmLSL1i2GQ4W/eMrt6t2iLyCkVFBSQn5/v38rKyo57XOM//Yn4X/6yyr7SzZvBNNk6ajSbepzDzttup3zv3rqIfQwVfCIiDVhpdCybz6t4puCcOVNO+INimxXzsHvKOdSkFYeatanLiCJSDVt6DsTjCCF+3w4Sd2daHUckKHTu3BmXy+XfJk6ceNzjQps3P2afe+tWQtu1pekLz9P6yxkYDgf7nnyqlhMfn6ULr4uIiPU2XHglHRbPImHvNlI3LGVn1/5VD/D5/M0g1KxFpH5yR0Sxo9t5tFm1gPZLZ5PdvJ3VkUQCXlpaGk2bNvW/djqrv963a+RIXCNH+l+nPP5HMi8direwEHtU3T4WoRk+EZEGriwyho0XVDx70GPuFPD5qow33rKemEP7cTvD2dZ9gBURRaQa0vtVPJPbcu0PhJQUWZxGJPBFR0cTExPj306n4Ps5W0wM+Hx4DmbVYMJqXrvOrygiIvVO2oARuMMiiDuwy/+sXqX2SyuatWzteREeZ5gV8USkGrJS25OTkoqj3E2bVQusjiPSoB2Y+Bz5M2f6X5euWwc2GyGNU+o8iwo+ERHBHR7FhgEjAOgxdyqG1wtAeN5hmm9cDhydPRCResowSO9b0byl3dI5at4iYiFnp44cfOklipcto2jxYvb/5Rlco67GFh5e51lU8ImICACbzh9OWXgUruy9tFq9gOStG+g74z/YfD4OpHYgNyXV6ogicgpbe15EeYiTuIO7aLRjs9VxRBqs2KuvJmboMHbdcy97JzxG5AUXkPKHP1iSRU1bREQEgPKwCNZfdCW9v/mQ86e9hc08+ixfbNYeUtcvObahi4jUK+VhEWzvfj7tVnxHu6WzOdiyo9WRRBqMTps2Vnnd6KEHafTQgxalOUozfCIi4lfkSsCEKsUeQGhJIQM/fIHU9UusCSYi1Zbe/0jzlvWLcRYXWJxGRKymgk9ERAAwfD56f/3h8ceO/Nn3y3cxftbFU0Tql0NN23CoSSvsnnJar5xvdRwRsZgKPhERAaDR9o1E5h/iRKvsGUBk3iEabd94giNEpF74SfOW9ktmk7xlPS3XLCJ56wb9wkakAdIzfCIiAkB4QU6NHici1tl2zgD6fvkurkP7GPbvP/n3F8UksGzEzXoeV6QB0QyfiIgAUBIdV6PHiYh1mmSsxe4pP2Z/RP4hPY8r0sCo4BMREQAOtuxEUUxF05bjMalo6nKwZae6jCUip8nw+eg7493jjx35U8/jijQcKvhERAQA02Zj2YibK/7552NH/lx2xc2YNn3rEKnP9DyuiPyUvmuLiIjfzq79mX/DQxTHJFTZX+xKYP4ND+m5H5EAoOdxReSn1LRFRESq2Nm1P7s696XR9o2EF+RQEh3HwZadNLMnEiD0PK6I/JQKPhEROYZps3GgdRerY4jIGah8HjfiBLd1mlTM2ut5XJGGQb+uFREREQkiJ3seFyqe4TuY2kGz9iINhP5PFxEREQkyJ3oe1x0WAUCrdT9wzuxJYJ6oL6+IBAvd0ikiIiIShE70PG6n77+kz8wP6P7dNGxeDyuH3QjGiXp6ikigU8EnIiIiEqSO9zxu2oUj8dnt9JvxLl0XTMfm9bJ8+C9V9IkEKd3SKSIiItLAbDp/OIuvvA2Azt9/Sb8v/qPbO0WClAo+ERERkQYo/dyh/DDqDkzDoOPir+n/+dvg81kdS0RqmAo+ERERkQYqs+9gvr/mLkzDoMPSOZz32T9V9IkEGRV8IiIiIg3Y1l4Xs+i6e/EZBu2Wf8sFn7yOoaJPJGio4BMRERFp4LadcyELx47HZ7PRZtUCBkz5B4bXa3UsEakBKvhEREREhB3dz2fBuAfw2ey0Wvs9F05+GcPrsTqWiJwlFXwiIiIiAsDOrucy78aH8NrttFy/mIs+egmbR0WfSCBTwSciIiIifrs79WHeTY/gdYTQIm0pAz98AZun3OpYInKGVPCJiIiISBV7OvTi2188iscRQvNNKxj0379jL3dbHUtEzoAKPhERERE5xr52Pfj2VxMoD3HSNH01gz74K3Z3mdWxROQ0qeATERERkePa36Yrc2+eQHmokyaZ67jk/edwuEutjiUip0EFn4iIiIic0MFWnZnz6z/gdobTeOsGBr87EUdZidWxRKSaVPCJiIiIyElltehYUfSFRZC8fSND/vMMIaXFVscSkWpQwSciIiIip5Sd2p7ZtzxOWXgkjXamM+SdvxBSUmR1LBE5BRV8IiIiIlIth5q1YfatT1AaEU3S7kyG/vtPhBYXWh1LRE5CBZ+IiIiIVNvhJq2YdduTlETGkLB3G0P//TTOwnyrY4nICajgExEREZHTkpuSyqzbnqIkykX8vh0M/ffThBXmWR1LRI7DsoIvp8jNgL9+y67DRx/43by/gCtfXUT3p77h2a82YprmWY+JiIiISM3LS27GN7c/TXFMHHEHdjH07acIz8+xOpaI/IwlBd/hIje3vLeM3TlHW/qWebzc+t4yujZ18cV9A8g4UMDUFbvPakxEREREak9+UhO+uf1pilwJxGbtYei/niI877DVsUTkJywp+O77aCUjuzepsm/e5iwKSj08fkVnWiRE8siwjkxZtuusxkRERESkdhUkpPDN7U9RGJuIK3sfw95+ksjcbKtjicgRlhR8E0d155YBrars27gvn56psYSH2gHo1DiajIOFZzV2ImVlZeTn5/u3goKCGv18IiIiIg1JYXwy39z+NAVxjYg5fIChbz9JZM5Bq2OJCBYVfKkJEcfsKyz10Dzu6H7DMLDbDPKKy8947EQmTpyIy+Xyb507d66hTyYiIiLSMBXFJfHNb54mPyGF6JwsLvvnk0Qd2m91LJEGr9506bTbDUIdVeM4HTZKyr1nPHYiEyZMIC8vz7+lpaXV3AcRERERaaCKXQl8c/tT5CU2ITLvEMPeforo7L1WxxJp0OpNwRcbHsrhIneVfYVlHkLsxhmPnYjT6SQmJsa/RUdH19wHEREREWnASmLi+eb2p8ht1IzI/MMMe/spXAfVUE/EKvWm4OvRzMWqnUdb+e46XIzb4yM2IvSMx0RERESk7pVGx/LNbU+Rk5JKREEuQ99+mtj9O62OJdIg1ZuCr1+reApKPXxyZEmFN+ZvYUDbROw244zHRERERMQaZVExzLrtSQ41aUX4/7d35+FRFfYax99ZkiEhO/uSsBQFAirIKosb60XwWoUWta2KZXGriqK1ooCi4C31itRKFQW0qKjgVrWAUhGxgFAEgRgJiyxCgBCSSUIy27l/UOcaIBDCzJzJme/neebRsyXveX4zCW/OLKVFGjhnitL37zI7FhBzoqbwOR12PXntBXr43W/UdeoyffzNfj34X+3OaRsAAADMU5GYrGW3PqLDzX6mOmVuDZzzmDL27TA7FhBTnGZ+813Tr6q0PKhDY312/xXatPeourRIV70k1zlvAwAAgHk8CUlaNmqi+s97Ug32bNOAlx7XJ6MeVkHzNmZHA2JC1Fzh+1Hj1Doa2KHxKUtbTbcBAADAPN6Euvrklod1sEVbucpLNeClx1V/93dmxwJiQtQVPgAAAFiPt06iPrn5YR1ola34imMa8PJUNdyZY3YswPIofAAAAIgIn6uOlt/0e+1v3VFxnnL1m/ekGu3YYnYswNIofAAAAIgYX/zx0vfDeRcpzluhfvOnqUneJrNjAZZF4QMAAEBE+ePitfxXE7S37cVyej268pWn1PS7r82OBVgShQ8AAAARF4iL12c33qfd7bvK4fPqilf/R82+XW92LMByKHwAAAAwRcAZp8+vH6/vO/SQw+/T5QtmKHPLWrNjAZZC4QMAAIBpAk6nPh95t3Ze0EsOv1+Xvf6/yvpmtdmxAMug8AEAAMBUhsOpL35xl7Z36it7wK9LFz6jlhu/MDsWYAkUPgAAAJjOcDj05fA7lHfx5bIHAurz5iy13vC52bGAWs9pdgAAAABAkgy7XV9eO04Bh0Pnf/Wper/9nOx+n3TtBWZHA2otrvABAAAgetjtWv3fo/Vtj4GyGYZ6LZ6twoVvmp0KqLUofAAAAIgudrvWXn2rtvYaIkk6MGmSjixYYHIooHai8AEAACD62Gxad9VN2tJ3mCQp//GpOjJ/vsmhgNqHwgcAAIDoZLNp/eBfqd6YMZKk/GnTVfDSSyaHAmoXCh8AAACil82mBvfeo/p33CFJOvjHGTo8e7bJoYDag8IHAACAqGaz2dTgrjvV4O7fSZIOPTNTh2b9WYZhmJwMiH4UPgAAANQK9W+7TQ3uGy9JOvzcczr0zExKH6KCr7BQef36y7N3X3Bd+XffaefwEcrt3kP5//NH0+6rFD4AAADUGvVHj1bD3z8oSSr46191cMYMSh9M5Sss1N5xt8m77//LXsDj0d7bbledDh3U6u23VLE9T0WL3zElH4UPAAAAtUq9m29Wo4kTJUlHXnpZB6dPp/Qh5Nxut4qLi4O3ioqKU+63b/x4pVw1pNK60s8/l7+kRI1+/6Dis7LU8N57dXTRokjEPgmFDwAAALVOxq9uVOPJkyVJR+a/ovzHp8oIBMwNBUvJzs5Wampq8DZt2rRT7tfksceU8ZvfVFpX/m2uEi66UPaEBEmSq21bVWzfHvbMp+I05bsCAAAA5yh95C9lczq0/5FHVfjaazJ8PjWePEk2O9c0cO62bt2qZs2aBZddLtcp94vPzDxpXaCkRPHNmweXbTabbHa7/EVFcqSmhj7saVD4AAAAUGulDR8uOZ3a/4eHdfTNN2X4fGry+GOyORxmR0Mtl5ycrJSUlBoda3M6JCO+8jqXS4Hy8ogXPv78AQAAgFot7Zpr1PSppyS7XUWLF2v/H/4gw+83OxZimD01Vb7CI5XWBUpLZYuLi3yWiH9HAAAAIMRShw1Vs6f/JDkcKnrvff0w4QEZPp/ZsRCjEi64QMc2bgwue/buk+HxRPzqnkThAwAAgEWkDB6sZs/8rxQXp+KPPtK+++6X4fWaHQsxKLFrVwXcJTr67ruSpIIXX1TdSy4x5anGFD4AAABYRsqAAWo+c6ZscXFyL1mivffeK8PjMTsWYozN6VSTx6bowOQp+q53H7mXLFHD+8abkoXCBwAAAEtJvvIKNX/uz7LFx6vkk0+193d3K0DpQ5i1/zZH8c3//109k/v318+W/ENNHpui1h99KNd555mSi8IHAAAAy0m69FI1f/4vsrlcKvnsM+29404FysvNjoUYE9eokZL79ZMzI8O0DBQ+AAAAWFJS797K/OtfZUtIUOnKldp7++0KHDtmdiwgoih8AAAAsKy6PXso68UXZE9MVOmX/9KeseMUKC01OxYQMRQ+AAAAWFpi167KnDNH9rp1VbZ2rXaPGSt/CaUPsYHCBwAAAMtLvLizsua+LHtyso6tX689t94qv9ttdiwg7Ch8AAAAiAkJF16orLlzZU9N1bGNG7V71K3yFxWZHQsIKwofAAAAYkZCxw5qMX+eHGlpKv/mG31/yy1ylXGlD9ZF4QMAAEBMqdOunbLmz5cjI0MVW3M0YM5jcpUUmx0LCAsKHwAAAGJOnbbnq8Ur8+VoUF8ZB77XwDlTVMd91OxYQMhR+AAAABCTXG3aqMX8V1SWkq70g3s0cM4UJRQXmh0LCCkKHwAAAGKWq3UrLRk9RaWp9ZR2aJ8GvThZiUUFZscCQobCBwAAgJjmrtdYS0ZPUUlaA6UU7NegFyerbuEhs2MBIUHhAwAAQMwryWioJWOmyJ3RSMlH8jXoxclKOnLQ7FjAOaPwAQAAAJJK0+pryejJKq7XRElHD2nQi5OUXHDA7FjAOaHwAQAAAP9RllpPS0ZP1tEGzVS3qECDXpyklEM/mB0LqDEKHwAAAPATx1LStfS3k1TYMFOJxYUaOGeyUvP3mh0LqBEKHwAAAHCC8uQ0Lf3tJB1p3EKJ7qMaOGey0g7sNjsWcNairvBNem+zWv7+w+Dtsj/+U5KUe8Ctq//8hS6cvERPfpQjwzCCx5xuGwAAAFATFUkpWvbbR1XQtJUSSos1cM4Upf+wy+xYwFmJusL3zb4izb25mzZOGqiNkwbqw9/1VYXPr1vnf6WOzVL1wV19tC3frbfWH7+sfrptAAAAwLmoSEzWslsf0eHmP1OdMrcGvjRFGft2mB0LqLaoKnw+f0Df5Zeoe6sMpSbEKTUhTkkupz7LPSR3uU+PXJWtFvXqasKgdnrzqz2SdNptAAAAwLnyJCRp2ahHdDDrfLmOlWrgS4+p/p5tZscCqiWqCt+3B9wyDENDnl2pthM/1m9eXqt9R48pZ3+xOmelKSHeIUlq3yRZ2w6WSNJpt1WloqJCxcXFwZvb7Q7viQEAAKBW89ZJ1Ce3PKz8Fu0UX16m/i9PVYPvc82OBZxRVBW+vIMlOq9Rsp4d2VmfjL9McXab/rD4G5WU+5SZnhjcz2azyWG3qajMe9ptVZk2bZpSU1ODt+zs7LCeFwAAAGo/nytBn978Bx1o1UHxFcfUf+4Targzx+xYwGlFVeG7pnMzvXtHb12UmabMjERN+e8OWrntkAKGFO+sHNXltOuY1y+Hw1bltqo89NBDKioqCt62bt0alvMBAACAtfhcdfTpTb/XD20uUJynXP3mPalG2zebHQuoUlQVvhOlJMQpYEgNkl06UuqptK2kwqc4h01pCfFVbquKy+VSSkpK8JacnByW/AAAALAef7xL//z1g9p3fifFeSvUb/40Ndm2yexYwClFVeF7/O9b9fdNPwSXN+0pkt0mtWucrA27C4Pr9xwpk8cXUFpivC5qnlrlNgAAACAc/HHx+ueN92tv24vl9Hl15atPqWnuBrNjASeJqsKX3SRFM5bkas2OAn2Zd1iT3t+s4V2aq+959eUu92nRfz5u4fkV29WnTX057DZ1b5VR5TYAAAAgXAJx8frsxvu1O7ubHD6vrvjbH9U8Z53ZsYBKnGYH+KnrujRX3qESjX5lnZJcTg3s0FgPDG4rp8OuJ6+9QHe/sUHTPs6RP2Bo4dhLJOm02wAAAIBwCjidWnH9veq78Fm13Lxaly/4k1Zcf6/2dOhudjRAUpQVPkl6cHA7PTi43UnrB3VorM/uv0Kb9h5VlxbpqpfkqtY2AAAAIJwMh1Mrf3m3DLtDrTat0mWvP62Vv/idvr+wl9nRgOgrfKfTOLWOGqc2PuttAAAAQDgZDoe++MVdCjgc+tmGz9V34UzZAwHt7NTH7GiIcVH1Gj4AAACgtjLsdn153e3K63K57Iah3m/NUut/rzA7FmIchQ8AAAAIEcNu15c/H6fvuvU/XvoW/UVt1i03OxZiGIUPAAAACCW7XauvGa1vew6SzTDUa/Fsnb9mqdmpEKMofAAAAECo2WxaO2yUtvYeIknq+d4ctf3XP0wOhVhE4QMAAADCwWbTuiE3aXPfqyVJPT54We2/+LvJoRBrKHwAAABAuNhs+vfgG7Xp8mslSd0+ekUdVrxrbibEFAofAAAAEE42m74e8Et93W+EJKnLktd0wfJFJodCrKDwAQAAAOFms2lTvxHaMGCkJKnzJwt10SdvSoZhcjBYHYUPAAAAiJBvrrhW6wf/SpJ00fK31Xnp65Q+hBWFDwAAAIigLZdera+uukmSdMGKd9XlH3+j9CFsKHwAAABAhOX0vkprho2SJHVY+YG6fjif0oewoPABAAAAJsi9ZLD+dc0YSVL2lx+p+/svSYGAyalgNRQ+AAAAwCTbuvfXl9eOk2Gzqd2aper53ouUPoQUhQ8AAAAwUV7XK7Vq+B0K2Gw6/6tP1WvxbNkofQgRCh8AAABgsh2dL9UXv7hLAbtdbf79mXq9/Zxsfr/ZsWABFD4AAAAgCuy6qI9W/vJuBewO/ezrlerz1izZ/D6zY6GWo/ABAAAAUeL7Cy7Rihvuld/hUKtNX+rSN2bK7qP0oeYofAAAAEAU2ZPdXZ/deL/8DqdabFmjS19/Wnaf1+xYqKUofAAAAECU2deui/756wfkd8YpK2edLl/wJ9m9HrNjoRai8AEAAABR6IfzO2n5bx6ULy5ezXP/rSv/9kc5KH04SxQ+AAAAIErtb3OhPr3pIXnjXWq6baOunD9dTk+52bFQi1D4AAAAgCiW37qDPr35YXnj66jJjs26ct40OSsofageCh8AAAAQ5Q62bKdloybK40pQ41056j/vCcWVl8kWCKjRji1qufELNdqxhQ9sx0mcZgcAAAAAcGaHs87XslGPqP/cJ9Tw+1wNee4hOT3lqusuDO5TmlJPXw29Wbs79jAxKaIJV/gAAACAWqIgs42W3fqIvPF1lFqwX4k/KXuSlFhcoMte+5OyNq8xKSGiDYUPAAAAqEUKm7SUL94lQ5LthG0/Lnf7cB5P74QkCh8AAABQqzTclaOEkqKTyt6PbJLqFhWo4a6cSMZClKLwAQAAALVIwglP4zzX/WBtvGkLAAAAUIscS04P6X44Nwcen6rCBQuCy3FZWWqzdImJiSqj8AEAAAC1yMGW7VWaUk+JxQWnfFqnIakstZ4Otmwf6WgxqXzLFmX+dbYSOnc+vsLuMDfQCXhKJwAAAFCLGHa7vhp68/H/P3Hbf/771VU3y7DzT/1wM3w+VWzbpsSuXeVISTl+S6prdqxKuBcAAAAAtczujj204ob7VJZSr9L6stR6WnHDfXwOXwi43W4VFxcHbxUVFSftU56bKxmGdvz8Wn17USft/u1oeX/4wYS0VeMpnQAAAEAttLtjD+3J7nb8XTvdhTqWnK6DLdtzZS9EsrOzKy1PmjRJkydPrrTOs2OH4s9ro8YTJ8qRnq78qU9o/6TJynrxhQgmPT0KHwAAAFBLGXa78lt3MDuGJW3dulXNmjULLrtcrpP2SR02TKnDhgWXGz8yUXkDBspfUiJHUlJEcp4JhQ8AAAAATpCcnKyUlJSzOsaekiIFAvIdPBQ1hY/rvQAAAABQA/nTpqv444+Dy+XffCPZ7Ypr0tjEVJVxhQ8AAAAAasDVvp0OPvOMnPXry/D7dWDqE0r9+TWyJySYHS2IwgcAAAAANZB2zTXybN+hPXfcKXvdukru318N773H7FiVUPgAAAAAoIYa3jdeDe8bb3aMKvEaPgAAAACwKAofAAAAAFgUhQ8AAAAALIrCBwAAAAAWReEDAAAAAIui8AEAAACARVnqYxlyD7g14e2N2nW4VCO7Z+mh/2onm81mdiwAAAAAMIVlrvBV+Py6df5X6tgsVR/c1Ufb8t16a/1es2MBAAAAgGksc4Xvs9xDcpf79MhV2UqId2jCoHZ69L3N+kXXzJP2raioUEVFRXC5qKhIkrR///6I5T2d4oJ8syPEvL1708P+PZiz+cI9Z2ZsPh7LsYHHsvUx49gQiZ/Z1fFjJwgEAiYnCQ3LFL6c/cXqnJWmhHiHJKl9k2RtO1hyyn2nTZumKVOmnLS+e/fuYc2I2uMvZgdARDBn62PGsYE5Wx8zjg3RNuf8/HxlZWWZHeOcWabwlZT7lJmeGFy22Wxy2G0qKvMqNTGu0r4PPfSQxo8fH1z2+XzKyclRZmam7HbLPMvVNG63W9nZ2dq6dauSk5PNjoMwYMaxgTlbHzOODczZ+phxaAUCAeXn56tz585mRwkJyxQ+h8Om+BNekuhy2nXM61eqKhc+l8sll8tVaV3v3r3DnjFWFBcXS5KaNWumlJQUk9MgHJhxbGDO1seMYwNztj5mHHpWuLL3I8tczkpLiNeRUk+ldSUVPsU5eJdOAAAAALHJMoXvouap2rC7MLi850iZPL6A0hLjTUwFAAAAAOaxTOHr3ipD7nKfFv3noxieX7FdfdrUl8POFb5Ic7lcmjRp0klPm4V1MOPYwJytjxnHBuZsfcwYp2MzDMMwO0SoLNlyQHe/sUFJLqf8AUMLx16i8xvxwlUAAAAAsclShU+SDhSVa9Peo+rSIl31kvgrBwAAAIDYZbnCBwAAAAA4zjKv4QMAAAAAVEbhAwAAAACLovDhjN577z21bt1aTqdTPXr0UE5OjiRp8+bN6tatm9LT0zVhwgSd+OzggoICtWrVSrt27Qqumzdvnmw220m3efPmRfCMcCqhnLMkvfrqq8rKylJSUpL69+9/0nZEXqhnPHfuXHXs2FFpaWm6/vrrdfjw4UidCk6jJnOu6pgzHQdzhHrGUtWPc5gj1DM+0/xhcQZwGnl5eUZ6erqxcOFC48CBA8aIESOMXr16GeXl5UbLli2NsWPHGnl5ecaQIUOMl19+OXjcoUOHjJ49exqSjJ07dwbXV1RUGIWFhcHbnj17jPr16xvbt2834ezwo1DPOS8vz8jMzDTWr19vfP/998aoUaOMyy67LPInhqBQz3jZsmVGUlKSsXTpUmPXrl3GkCFDjD59+phwZvipmsy5qmMMwzjj/QORF+oZG0bVj3OYI9QzPtP8YX0UPpzWBx98YDz//PPB5eXLlxvx8fHGO++8Y6SnpxulpaWGYRjG119/bfTu3Tu4X79+/YxnnnnmjL88nnjiCWPMmDFhy4/qCfWc33rrLWPEiBHB5ZUrVxpNmjQJ/4mgSqGe8a9//WvjnnvuCS5v2bLFkGQcPnw4/CeDKtVkzlUdYxjGGe8fiLxQz9gwqv87G5ER6hmfaf6wPqdplxZRKwwdOrTScm5urtq0aaONGzeqZ8+eSkxMlCRdeOGF2rp1a3C/F154Qa1bt9Y999xT5dcuLy/XzJkztWbNmrBkR/WFes7Z2dlavny5NmzYoNatW+u5557TgAEDwn4eqFqoZ3z48GF17tw5uOxwOCRJTie/VsxUkzlXdYykM94/EHmhnrFUvd/ZiJxQz/hM84f18Ro+VJvH49GMGTN0++23q7i4WK1atQpus9lscjgcKiwslCS1bt36jF/vtddeU8+ePdWyZctwRUYNhGLO2dnZGj58uC6++GKlpaVpzZo1mjFjRkTy48xCMeNOnTrp/fffD75+ZO7cuerevbtSU1PDfwKolrOZ86mOkVTt42COUMxYqt7vbJgjVDOuzjZYF4UP1TZx4kQlJSVpzJgxcjqdcrkqf7B9nTp1VFZWVu2vN3v2bI0bNy7UMXGOQjHn1atX64MPPtCaNWvkdrt1/fXXa8iQIbzZQ5QIxYzvv/9+eTwedenSRb169dJTTz2lO++8M5yxcZZqMuefHiMpJD/rET6hmDGiW6hnzPxjE8+9QbUsW7ZMs2fP1urVqxUXF6eMjAxt3ry50j5ut1vx8fHV+np5eXnKy8tT//79wxEXNRSqOS9cuFAjR45U9+7dJUlTp07V7NmztXHjRnXq1Clc8VENoZpxRkaGVq1apby8PM2YMUOFhYW64YYbwhkdZ6Emcz7xGEnn/LMe4ROqGSN6hXrGzD92cYUPZ7Rjxw7deOONev7555WdnS1J6tatm1avXh3cZ9euXaqoqFBGRka1vuabb76poUOH8gMnioRyzj6fT/n5+cFlt9ut0tJS+f3+8IRHtYTjsdy0aVMtXrxY06ZNC76OD+aqyZxPdUx1joM5QjljRKdQz5j5xziz3zUG0a2srMxo3769MXr0aMPtdgdvHo/HaNCggTF//nzDMAxj7NixxtChQ086XlW841ffvn15a+8oEuo5v/7660ZCQoLx9NNPGwsWLDCuuOIKIysry/B4PJE6JZwgXI/l6dOnG3379g13fFRTTeZc1TGBQMDwer3Vun8gckI945+q6nGOyAr1jKs7f1gXhQ+n9c477xiSTrrt3LnTeOedd4yEhASjYcOGRr169YzNmzefdPypfnmUlZUZ8fHxRk5OToTOAmcS6jkHAgFj8uTJRlZWlhEXF2d07tzZWLduXQTPCCcKx2O5sLDQyMjIMNauXRuhs8CZ1GTOpzvmx+1nun8gcsIx4x9R+KJDqGdc3fnDumyGwbsooOb27dundevWqVevXmrQoIHZcRAmzNn6mHFsqOmcuX/UHszK+pgxzhaFDwAAAAAsijdtAQAAAACLovABAAAAgEVR+AAAAADAoih8AAAAAGBRFD4AQEw42/coW7t2rUpLS09a7/P5VF5eHqpYAACEFYUPAGB5BQUFatq0qRYvXlztY2644QYtWLBAkpSbm6uZM2dKkoYPH6433ngjLDkBAAg1Ch8AwPKmT5+uxMREDRky5KRthmHI4/HI6/UG161YsUIej0e33HKLJGnRokX69NNPJUnDhg3Txx9/HJngAACcIz6HDwBgaZs2bVK3bt3Utm1b2e3H/86Zm5urZs2aKSkpSX6/XxUVFbrjjjt09913S5IGDBiggQMHasKECQoEAmrbtq1mzZqlwYMHq6CgQC1atNC2bdvUpEkTM08NAIAzovABACyrtLRU3bt3V7du3TRv3rzg+k6dOmnGjBnq37//SccsXbpUgwYN0uuvv66RI0dq3rx5mjVrltavXx/cZ8KECTp8+LDmzp0bidMAAKDGeEonAMCSvF6vrrvuOnm9Xs2aNeuU+wQCAXm93uCbs7jdbt12223KyMiQJO3evVvjx4/Xs88+W+m4Rx99VEuXLtXbb78d3pMAAOAccYUPAGBJhmFo6dKlyszM1NVXXy273a7ExERJx5/S2bRpU9WtW1d+v19paWlatWqV5syZo1WrVqmwsFD9+vXTrFmzlJycrG3btik+Pr7S1+/UqZPWrl2r3NxcntoJAIhaFD4AgOV17NhRc+bMUc+ePSWd/imdXq9XI0aM0PDhw1VWVqZbbrlFOTk5uu6667Rt2zZJ0siRIzVgwAD169dPLVu2jOSpAABwVpxmBwAAIBwCgYAMw5DD4Qi+Wcvp+P1+2e12xcXFSZKcTqfGjBkjSSosLFTjxo2D+3q9XtWtW5eyBwCIehQ+AIAlLVq0SA888IBcLpecTqfGjRsX3Jabm6tx48YpKSlJ0vEPU6+oqNCrr74avAr4U1988YW6du0aXC4vL1dCQkL4TwIAgHNE4QMAWNKIESM0YsSIU2473VM6peOv//vRsWPHNH/+fM2ZMye4rri4OFgWAQCIZhQ+AEDM8fv98vv9VW73eDzy+XwqLi7WyJEjdfHFF+vSSy9VXl6e9uzZo82bN6tp06YRTAwAQM1Q+AAAMefYsWPyeDxVbvd4PPJ6vXrhhRfkcDiCn+H34Ycfavbs2Ro7dqzat28fobQAANQc79IJAMBpBAKBar3pCwAA0YjCBwAAAAAWxZ8sAQAAAMCiKHwAAAAAYFEUPgAAAACwKAofAAAAAFgUhQ8AAAAALIrCBwAAAAAWReEDAAAAAIui8AEAAACARf0fQlsIHNV38/oAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 准备数据\n",
    "x = data4['年份']  # x轴上的点（这里假设有10个点）\n",
    "bar_heights = data4['销售量']  # 柱形图的高度（随机生成）\n",
    "line_heights = data4['同比'] * 100  # 折线图的高度（随机生成，并缩放到0-100之间）\n",
    "\n",
    "# 设置图形属性\n",
    "fig, ax1 = plt.subplots(figsize=(10, 6))\n",
    "ax1.set_xlabel('年份')\n",
    "ax1.set_ylabel('销售量', color='tab:blue')\n",
    "ax1.tick_params(axis='y', labelcolor='tab:blue')\n",
    "ax1.set_title('柱形折线图')\n",
    "\n",
    "# 绘制柱形图\n",
    "ax1.bar(x, bar_heights, color='tab:blue', alpha=0.6, label='销售量')\n",
    "\n",
    "# 创建共享x轴的第二个y轴，用于绘制折线图\n",
    "ax2 = ax1.twinx()\n",
    "ax2.set_ylabel('同比', color='tab:red')\n",
    "ax2.tick_params(axis='y', labelcolor='tab:red')\n",
    "\n",
    "# 绘制折线图\n",
    "ax2.plot(x, line_heights, color='tab:red', label='同比', marker='o')\n",
    "\n",
    "# 添加图例\n",
    "fig.legend(loc='upper left', bbox_to_anchor=(0.1, 0.9))\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
